Overview

Dataset statistics

Number of variables210
Number of observations2024554
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 GiB
Average record size in memory1.6 KiB

Variable types

NUM112
BOOL77
CAT21

Reproduction

Analysis started2020-08-30 15:41:58.011663
Analysis finished2020-08-30 15:43:58.723966
Duration2 minutes and 0.71 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

initial has constant value "0" Constant
cohort_0_first_gift has constant value "1" Constant
lapsed_amount_yr0 has constant value "0.0" Constant
lapsed_amount_yr1 has constant value "0.0" Constant
lapsed_amount_yr2 has constant value "0.0" Constant
lapsed_amount_yr3 has constant value "0.0" Constant
lapsed_amount_yr4 has constant value "0.0" Constant
upgraded_amount_yr0 has constant value "0.0" Constant
downgraded_amount_yr0 has constant value "0.0" Constant
cohort_yr0_TF has constant value "T" Constant
behavior_yr0 has constant value "new" Constant
count_2013 is highly skewed (γ1 = 592.2797424) Skewed
count_2014 is highly skewed (γ1 = 202.5684934) Skewed
count_2015 is highly skewed (γ1 = 187.1023034) Skewed
count_2016 is highly skewed (γ1 = 300.9009452) Skewed
count_2017 is highly skewed (γ1 = 789.8085428) Skewed
count_yr0 is highly skewed (γ1 = 435.6725093) Skewed
count_yr1 is highly skewed (γ1 = 707.468472) Skewed
count_yr2 is highly skewed (γ1 = 171.494156) Skewed
count_yr3 is highly skewed (γ1 = 246.4801187) Skewed
count_yr4 is highly skewed (γ1 = 465.8516856) Skewed
lapsed_amount is highly skewed (γ1 = 79.10348205) Skewed
recovered_amount is highly skewed (γ1 = 128.0662963) Skewed
amount_2013 is highly skewed (γ1 = 674.0751561) Skewed
amount_2014 is highly skewed (γ1 = 768.8294025) Skewed
amount_2015 is highly skewed (γ1 = 438.3472519) Skewed
amount_2016 is highly skewed (γ1 = 346.965076) Skewed
amount_2017 is highly skewed (γ1 = 478.4400808) Skewed
lapsed_amount_2013 is highly skewed (γ1 = 1415.593128) Skewed
lapsed_amount_2014 is highly skewed (γ1 = 102.6266905) Skewed
lapsed_amount_2015 is highly skewed (γ1 = 76.37703095) Skewed
lapsed_amount_2016 is highly skewed (γ1 = 222.4576125) Skewed
lapsed_amount_2017 is highly skewed (γ1 = 158.6868122) Skewed
upgraded_amount_2013 is highly skewed (γ1 = 1406.045382) Skewed
upgraded_amount_2014 is highly skewed (γ1 = 409.9876477) Skewed
upgraded_amount_2015 is highly skewed (γ1 = 607.2173711) Skewed
upgraded_amount_2016 is highly skewed (γ1 = 598.5403901) Skewed
upgraded_amount_2017 is highly skewed (γ1 = 750.7806301) Skewed
downgraded_amount_2013 is highly skewed (γ1 = 886.8288715) Skewed
downgraded_amount_2014 is highly skewed (γ1 = 491.7214771) Skewed
downgraded_amount_2015 is highly skewed (γ1 = 900.1964458) Skewed
downgraded_amount_2016 is highly skewed (γ1 = 286.6259126) Skewed
downgraded_amount_2017 is highly skewed (γ1 = 381.1465005) Skewed
amount_yr0 is highly skewed (γ1 = 541.9518642) Skewed
amount_yr1 is highly skewed (γ1 = 487.2173431) Skewed
amount_yr2 is highly skewed (γ1 = 531.5550081) Skewed
amount_yr3 is highly skewed (γ1 = 456.3436688) Skewed
amount_yr4 is highly skewed (γ1 = 449.2079481) Skewed
upgraded_amount_yr1 is highly skewed (γ1 = 534.0023737) Skewed
upgraded_amount_yr2 is highly skewed (γ1 = 711.1632591) Skewed
upgraded_amount_yr3 is highly skewed (γ1 = 194.5898214) Skewed
upgraded_amount_yr4 is highly skewed (γ1 = 295.8185291) Skewed
downgraded_amount_yr1 is highly skewed (γ1 = 588.119083) Skewed
downgraded_amount_yr2 is highly skewed (γ1 = 787.5131573) Skewed
downgraded_amount_yr3 is highly skewed (γ1 = 994.1292001) Skewed
downgraded_amount_yr4 is highly skewed (γ1 = 738.742738) Skewed
amount_01_2013 is highly skewed (γ1 = 175.2617402) Skewed
amount_02_2013 is highly skewed (γ1 = 266.86804) Skewed
amount_03_2013 is highly skewed (γ1 = 370.316603) Skewed
amount_04_2013 is highly skewed (γ1 = 1018.548803) Skewed
amount_05_2013 is highly skewed (γ1 = 819.3847156) Skewed
amount_06_2013 is highly skewed (γ1 = 502.3106639) Skewed
amount_07_2013 is highly skewed (γ1 = 384.9125472) Skewed
amount_08_2013 is highly skewed (γ1 = 462.0952465) Skewed
amount_09_2013 is highly skewed (γ1 = 318.3465108) Skewed
amount_10_2013 is highly skewed (γ1 = 301.9363022) Skewed
amount_11_2013 is highly skewed (γ1 = 338.6160167) Skewed
amount_12_2013 is highly skewed (γ1 = 138.4461885) Skewed
amount_01_2014 is highly skewed (γ1 = 350.2132782) Skewed
amount_02_2014 is highly skewed (γ1 = 224.6206003) Skewed
amount_03_2014 is highly skewed (γ1 = 213.6755256) Skewed
amount_04_2014 is highly skewed (γ1 = 228.4159114) Skewed
amount_05_2014 is highly skewed (γ1 = 643.42453) Skewed
amount_06_2014 is highly skewed (γ1 = 244.269008) Skewed
amount_07_2014 is highly skewed (γ1 = 379.715672) Skewed
amount_08_2014 is highly skewed (γ1 = 329.7668815) Skewed
amount_09_2014 is highly skewed (γ1 = 394.5464041) Skewed
amount_10_2014 is highly skewed (γ1 = 324.7898897) Skewed
amount_11_2014 is highly skewed (γ1 = 272.2793494) Skewed
amount_12_2014 is highly skewed (γ1 = 1049.254985) Skewed
amount_01_2015 is highly skewed (γ1 = 387.4757579) Skewed
amount_02_2015 is highly skewed (γ1 = 399.4728671) Skewed
amount_03_2015 is highly skewed (γ1 = 368.7637375) Skewed
amount_04_2015 is highly skewed (γ1 = 445.350833) Skewed
amount_05_2015 is highly skewed (γ1 = 291.3205729) Skewed
amount_06_2015 is highly skewed (γ1 = 451.8498433) Skewed
amount_07_2015 is highly skewed (γ1 = 226.9495517) Skewed
amount_08_2015 is highly skewed (γ1 = 666.5810822) Skewed
amount_09_2015 is highly skewed (γ1 = 297.8481653) Skewed
amount_10_2015 is highly skewed (γ1 = 213.0038501) Skewed
amount_11_2015 is highly skewed (γ1 = 257.4988585) Skewed
amount_12_2015 is highly skewed (γ1 = 443.0669421) Skewed
amount_01_2016 is highly skewed (γ1 = 250.9357565) Skewed
amount_02_2016 is highly skewed (γ1 = 248.056064) Skewed
amount_03_2016 is highly skewed (γ1 = 341.5023806) Skewed
amount_04_2016 is highly skewed (γ1 = 207.6173325) Skewed
amount_05_2016 is highly skewed (γ1 = 282.0104924) Skewed
amount_06_2016 is highly skewed (γ1 = 291.5620633) Skewed
amount_07_2016 is highly skewed (γ1 = 394.8915543) Skewed
amount_08_2016 is highly skewed (γ1 = 355.5359782) Skewed
amount_09_2016 is highly skewed (γ1 = 355.795735) Skewed
amount_10_2016 is highly skewed (γ1 = 322.6467278) Skewed
amount_11_2016 is highly skewed (γ1 = 261.5494554) Skewed
amount_12_2016 is highly skewed (γ1 = 201.1447648) Skewed
amount_01_2017 is highly skewed (γ1 = 353.9752364) Skewed
amount_02_2017 is highly skewed (γ1 = 398.2306196) Skewed
amount_03_2017 is highly skewed (γ1 = 271.0764655) Skewed
amount_04_2017 is highly skewed (γ1 = 812.0243319) Skewed
amount_05_2017 is highly skewed (γ1 = 462.5928676) Skewed
amount_06_2017 is highly skewed (γ1 = 401.4838744) Skewed
amount_07_2017 is highly skewed (γ1 = 428.8780597) Skewed
amount_08_2017 is highly skewed (γ1 = 600.1625703) Skewed
amount_09_2017 is highly skewed (γ1 = 448.6826768) Skewed
amount_10_2017 is highly skewed (γ1 = 416.4215105) Skewed
amount_11_2017 is highly skewed (γ1 = 606.0807149) Skewed
amount_12_2017 is highly skewed (γ1 = 407.8419996) Skewed
amount_total is highly skewed (γ1 = 471.5177912) Skewed
count_total is highly skewed (γ1 = 289.7815056) Skewed
id has unique values Unique
count_2013 has 1704452 (84.2%) zeros Zeros
count_2014 has 1641737 (81.1%) zeros Zeros
count_2015 has 1578506 (78.0%) zeros Zeros
count_2016 has 1468711 (72.5%) zeros Zeros
count_2017 has 1449955 (71.6%) zeros Zeros
count_yr1 has 1781118 (88.0%) zeros Zeros
count_yr2 has 1900266 (93.9%) zeros Zeros
count_yr3 has 1955634 (96.6%) zeros Zeros
count_yr4 has 1987886 (98.2%) zeros Zeros
lapsed_amount has 201201 (9.9%) zeros Zeros
recovered_amount has 1920502 (94.9%) zeros Zeros
amount_2013 has 1704452 (84.2%) zeros Zeros
amount_2014 has 1641737 (81.1%) zeros Zeros
amount_2015 has 1578506 (78.0%) zeros Zeros
amount_2016 has 1468711 (72.5%) zeros Zeros
amount_2017 has 1449955 (71.6%) zeros Zeros
lapsed_amount_2013 has 2024446 (> 99.9%) zeros Zeros
lapsed_amount_2014 has 1766594 (87.3%) zeros Zeros
lapsed_amount_2015 has 1716489 (84.8%) zeros Zeros
lapsed_amount_2016 has 1658957 (81.9%) zeros Zeros
lapsed_amount_2017 has 1568406 (77.5%) zeros Zeros
upgraded_amount_2013 has 2024536 (> 99.9%) zeros Zeros
upgraded_amount_2014 has 1997437 (98.7%) zeros Zeros
upgraded_amount_2015 has 1993304 (98.5%) zeros Zeros
upgraded_amount_2016 has 1988990 (98.2%) zeros Zeros
upgraded_amount_2017 has 1981341 (97.9%) zeros Zeros
downgraded_amount_2013 has 2024544 (> 99.9%) zeros Zeros
downgraded_amount_2014 has 2000701 (98.8%) zeros Zeros
downgraded_amount_2015 has 1992286 (98.4%) zeros Zeros
downgraded_amount_2016 has 1991803 (98.4%) zeros Zeros
downgraded_amount_2017 has 1982284 (97.9%) zeros Zeros
amount_yr1 has 1781118 (88.0%) zeros Zeros
amount_yr2 has 1900266 (93.9%) zeros Zeros
amount_yr3 has 1955634 (96.6%) zeros Zeros
amount_yr4 has 1987886 (98.2%) zeros Zeros
upgraded_amount_yr1 has 1923271 (95.0%) zeros Zeros
upgraded_amount_yr2 has 1997056 (98.6%) zeros Zeros
upgraded_amount_yr3 has 2009068 (99.2%) zeros Zeros
upgraded_amount_yr4 has 2015600 (99.6%) zeros Zeros
downgraded_amount_yr1 has 1925910 (95.1%) zeros Zeros
downgraded_amount_yr2 has 1992267 (98.4%) zeros Zeros
downgraded_amount_yr3 has 2006381 (99.1%) zeros Zeros
downgraded_amount_yr4 has 2013480 (99.5%) zeros Zeros
amount_01_2013 has 2007852 (99.2%) zeros Zeros
amount_02_2013 has 1999860 (98.8%) zeros Zeros
amount_03_2013 has 2000410 (98.8%) zeros Zeros
amount_04_2013 has 2005359 (99.1%) zeros Zeros
amount_05_2013 has 2003539 (99.0%) zeros Zeros
amount_06_2013 has 2007607 (99.2%) zeros Zeros
amount_07_2013 has 2003168 (98.9%) zeros Zeros
amount_08_2013 has 1983717 (98.0%) zeros Zeros
amount_09_2013 has 1957013 (96.7%) zeros Zeros
amount_10_2013 has 1979153 (97.8%) zeros Zeros
amount_11_2013 has 1984838 (98.0%) zeros Zeros
amount_12_2013 has 1975263 (97.6%) zeros Zeros
amount_01_2014 has 1992623 (98.4%) zeros Zeros
amount_02_2014 has 1989608 (98.3%) zeros Zeros
amount_03_2014 has 1980545 (97.8%) zeros Zeros
amount_04_2014 has 1999929 (98.8%) zeros Zeros
amount_05_2014 has 2002989 (98.9%) zeros Zeros
amount_06_2014 has 2006030 (99.1%) zeros Zeros
amount_07_2014 has 1997745 (98.7%) zeros Zeros
amount_08_2014 has 1960421 (96.8%) zeros Zeros
amount_09_2014 has 1958847 (96.8%) zeros Zeros
amount_10_2014 has 1970129 (97.3%) zeros Zeros
amount_11_2014 has 1986987 (98.1%) zeros Zeros
amount_12_2014 has 1969135 (97.3%) zeros Zeros
amount_01_2015 has 1979860 (97.8%) zeros Zeros
amount_02_2015 has 1984229 (98.0%) zeros Zeros
amount_03_2015 has 1985935 (98.1%) zeros Zeros
amount_04_2015 has 1995590 (98.6%) zeros Zeros
amount_05_2015 has 1997473 (98.7%) zeros Zeros
amount_06_2015 has 2002611 (98.9%) zeros Zeros
amount_07_2015 has 1994780 (98.5%) zeros Zeros
amount_08_2015 has 1952731 (96.5%) zeros Zeros
amount_09_2015 has 1945164 (96.1%) zeros Zeros
amount_10_2015 has 1966353 (97.1%) zeros Zeros
amount_11_2015 has 1975909 (97.6%) zeros Zeros
amount_12_2015 has 1961163 (96.9%) zeros Zeros
amount_01_2016 has 1980237 (97.8%) zeros Zeros
amount_02_2016 has 1975934 (97.6%) zeros Zeros
amount_03_2016 has 1963017 (97.0%) zeros Zeros
amount_04_2016 has 1988730 (98.2%) zeros Zeros
amount_05_2016 has 1990992 (98.3%) zeros Zeros
amount_06_2016 has 1995660 (98.6%) zeros Zeros
amount_07_2016 has 1976178 (97.6%) zeros Zeros
amount_08_2016 has 1919196 (94.8%) zeros Zeros
amount_09_2016 has 1934202 (95.5%) zeros Zeros
amount_10_2016 has 1965149 (97.1%) zeros Zeros
amount_11_2016 has 1957591 (96.7%) zeros Zeros
amount_12_2016 has 1964929 (97.1%) zeros Zeros
amount_01_2017 has 1965592 (97.1%) zeros Zeros
amount_02_2017 has 1964760 (97.0%) zeros Zeros
amount_03_2017 has 1954484 (96.5%) zeros Zeros
amount_04_2017 has 1992022 (98.4%) zeros Zeros
amount_05_2017 has 1987944 (98.2%) zeros Zeros
amount_06_2017 has 1991562 (98.4%) zeros Zeros
amount_07_2017 has 1967447 (97.2%) zeros Zeros
amount_08_2017 has 1914284 (94.6%) zeros Zeros
amount_09_2017 has 1945452 (96.1%) zeros Zeros
amount_10_2017 has 1949368 (96.3%) zeros Zeros
amount_11_2017 has 1961440 (96.9%) zeros Zeros
amount_12_2017 has 1965859 (97.1%) zeros Zeros
amount_total has 148044 (7.3%) zeros Zeros
count_total has 148044 (7.3%) zeros Zeros

Variables

id
Categorical

UNIQUE

Distinct count2024554
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
cda59a23d5c2bb7c3d130e27c19de22a
 
1
88e11e46c2779ef9a4d3828c1205ca4d
 
1
10a7ee63b7bee916644d6172ff029d9a
 
1
c7e34c92734f8010388e5e5a9f49ea5f
 
1
094558bb2e5de4d9ec91e69eb40fced1
 
1
Other values (2024549)
2024549
ValueCountFrequency (%) 
cda59a23d5c2bb7c3d130e27c19de22a1< 0.1%
 
88e11e46c2779ef9a4d3828c1205ca4d1< 0.1%
 
10a7ee63b7bee916644d6172ff029d9a1< 0.1%
 
c7e34c92734f8010388e5e5a9f49ea5f1< 0.1%
 
094558bb2e5de4d9ec91e69eb40fced11< 0.1%
 
230ec37022881109975d1b64327db9331< 0.1%
 
6615b0d8ed1b6f9570356e3220a58e6a1< 0.1%
 
afc69065a9258cb322069d6a968f1f691< 0.1%
 
44442d10b3b4685596e803d70c1a06381< 0.1%
 
cfeb2eff7a2a99d5899d250f542336161< 0.1%
 
Other values (2024544)2024544> 99.9%
 

first_gift_year
Categorical

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
2016-01-01
445598
2017-01-01
434991
2015-01-01
355137
2014-01-01
320673
2013-01-01
320069
Other values (2)
148086
ValueCountFrequency (%) 
2016-01-0144559822.0%
 
2017-01-0143499121.5%
 
2015-01-0135513717.5%
 
2014-01-0132067315.8%
 
2013-01-0132006915.8%
 
2018-01-011479457.3%
 
2012-01-01141< 0.1%
 

lapsed_count
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1788201253214288
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:17.656008image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile4
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7662365986
Coefficient of variation (CV)0.3516750142
Kurtosis7.4734682
Mean2.178820125
Median Absolute Deviation (MAD)0
Skewness2.340521598
Sum4411139
Variance0.587118525
2020-08-30T10:44:18.391596image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2157739377.9%
 
31569907.8%
 
11479457.3%
 
4921294.6%
 
5316641.6%
 
6184290.9%
 
74< 0.1%
 
ValueCountFrequency (%) 
11479457.3%
 
2157739377.9%
 
31569907.8%
 
4921294.6%
 
5316641.6%
 
ValueCountFrequency (%) 
74< 0.1%
 
6184290.9%
 
5316641.6%
 
4921294.6%
 
31569907.8%
 

recovered_count
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.239770833477398
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:18.522965image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.6472576724
Coefficient of variation (CV)0.5220784801
Kurtosis15.62341607
Mean1.239770833
Median Absolute Deviation (MAD)0
Skewness3.586921443
Sum2509983
Variance0.4189424945
2020-08-30T10:44:18.749726image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1169534783.7%
 
223073711.4%
 
3611933.0%
 
4219191.1%
 
5102420.5%
 
651150.3%
 
71< 0.1%
 
ValueCountFrequency (%) 
1169534783.7%
 
223073711.4%
 
3611933.0%
 
4219191.1%
 
5102420.5%
 
ValueCountFrequency (%) 
71< 0.1%
 
651150.3%
 
5102420.5%
 
4219191.1%
 
3611933.0%
 

max_consec_giving_years
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1850501394381183
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:19.081349image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.578402064
Coefficient of variation (CV)0.488082356
Kurtosis23.05585839
Mean1.185050139
Median Absolute Deviation (MAD)0
Skewness4.305620862
Sum2399198
Variance0.3345489476
2020-08-30T10:44:19.244853image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1176686687.3%
 
21864399.2%
 
3437602.2%
 
4143870.7%
 
579870.4%
 
651140.3%
 
71< 0.1%
 
ValueCountFrequency (%) 
1176686687.3%
 
21864399.2%
 
3437602.2%
 
4143870.7%
 
579870.4%
 
ValueCountFrequency (%) 
71< 0.1%
 
651140.3%
 
579870.4%
 
4143870.7%
 
3437602.2%
 

total_giving_years
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.239770833477398
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:19.514083image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.6472576724
Coefficient of variation (CV)0.5220784801
Kurtosis15.62341607
Mean1.239770833
Median Absolute Deviation (MAD)0
Skewness3.586921443
Sum2509983
Variance0.4189424945
2020-08-30T10:44:19.672758image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1169534783.7%
 
223073711.4%
 
3611933.0%
 
4219191.1%
 
5102420.5%
 
651150.3%
 
71< 0.1%
 
ValueCountFrequency (%) 
1169534783.7%
 
223073711.4%
 
3611933.0%
 
4219191.1%
 
5102420.5%
 
ValueCountFrequency (%) 
71< 0.1%
 
651150.3%
 
5102420.5%
 
4219191.1%
 
3611933.0%
 

count_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count250
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.283510837448643
Minimum0
Maximum7430
Zeros1704452
Zeros (%)84.2%
Memory size15.4 MiB
2020-08-30T10:44:19.908149image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum7430
Range7430
Interquartile range (IQR)0

Descriptive statistics

Standard deviation7.991807906
Coefficient of variation (CV)28.18872103
Kurtosis476242.1553
Mean0.2835108374
Median Absolute Deviation (MAD)0
Skewness592.2797424
Sum573983
Variance63.8689936
2020-08-30T10:44:20.023037image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0170445284.2%
 
125650412.7%
 
2361581.8%
 
3112300.6%
 
452300.3%
 
528820.1%
 
617910.1%
 
711980.1%
 
8879< 0.1%
 
9635< 0.1%
 
Other values (240)35950.2%
 
ValueCountFrequency (%) 
0170445284.2%
 
125650412.7%
 
2361581.8%
 
3112300.6%
 
452300.3%
 
ValueCountFrequency (%) 
74301< 0.1%
 
53221< 0.1%
 
22971< 0.1%
 
22641< 0.1%
 
17361< 0.1%
 

count_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count326
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3687765305346264
Minimum0
Maximum2965
Zeros1641737
Zeros (%)81.1%
Memory size15.4 MiB
2020-08-30T10:44:20.224735image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum2965
Range2965
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6.792948883
Coefficient of variation (CV)18.42023101
Kurtosis59375.70052
Mean0.3687765305
Median Absolute Deviation (MAD)0
Skewness202.5684934
Sum746608
Variance46.14415453
2020-08-30T10:44:20.445421image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0164173781.1%
 
130025714.8%
 
2453062.2%
 
3144790.7%
 
470180.3%
 
540000.2%
 
625420.1%
 
717250.1%
 
811650.1%
 
9904< 0.1%
 
Other values (316)54210.3%
 
ValueCountFrequency (%) 
0164173781.1%
 
130025714.8%
 
2453062.2%
 
3144790.7%
 
470180.3%
 
ValueCountFrequency (%) 
29651< 0.1%
 
28171< 0.1%
 
24141< 0.1%
 
19861< 0.1%
 
17271< 0.1%
 

count_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count282
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3869306523807219
Minimum0
Maximum2233
Zeros1578506
Zeros (%)78.0%
Memory size15.4 MiB
2020-08-30T10:44:20.772557image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum2233
Range2233
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.703675732
Coefficient of variation (CV)12.15637919
Kurtosis55571.87576
Mean0.3869306524
Median Absolute Deviation (MAD)0
Skewness187.1023034
Sum783362
Variance22.12456539
2020-08-30T10:44:21.008060image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0157850678.0%
 
135598617.6%
 
2499482.5%
 
3157200.8%
 
476310.4%
 
546240.2%
 
627120.1%
 
717940.1%
 
813340.1%
 
9971< 0.1%
 
Other values (272)53280.3%
 
ValueCountFrequency (%) 
0157850678.0%
 
135598617.6%
 
2499482.5%
 
3157200.8%
 
476310.4%
 
ValueCountFrequency (%) 
22331< 0.1%
 
17891< 0.1%
 
13951< 0.1%
 
12381< 0.1%
 
12141< 0.1%
 

count_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count273
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.47282759560871185
Minimum0
Maximum3687
Zeros1468711
Zeros (%)72.5%
Memory size15.4 MiB
2020-08-30T10:44:21.297445image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum3687
Range3687
Interquartile range (IQR)1

Descriptive statistics

Standard deviation5.922237702
Coefficient of variation (CV)12.52515242
Kurtosis140294.4956
Mean0.4728275956
Median Absolute Deviation (MAD)0
Skewness300.9009452
Sum957265
Variance35.0728994
2020-08-30T10:44:21.584095image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0146871172.5%
 
144577122.0%
 
2606103.0%
 
3192120.9%
 
493310.5%
 
554420.3%
 
634620.2%
 
723620.1%
 
817230.1%
 
912580.1%
 
Other values (263)66720.3%
 
ValueCountFrequency (%) 
0146871172.5%
 
144577122.0%
 
2606103.0%
 
3192120.9%
 
493310.5%
 
ValueCountFrequency (%) 
36871< 0.1%
 
30821< 0.1%
 
25341< 0.1%
 
15811< 0.1%
 
15011< 0.1%
 

count_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count326
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5880514918347448
Minimum0
Maximum13751
Zeros1449955
Zeros (%)71.6%
Memory size15.4 MiB
2020-08-30T10:44:21.877731image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum13751
Range13751
Interquartile range (IQR)1

Descriptive statistics

Standard deviation12.0423803
Coefficient of variation (CV)20.47844528
Kurtosis853106.4808
Mean0.5880514918
Median Absolute Deviation (MAD)0
Skewness789.8085428
Sum1190542
Variance145.0189232
2020-08-30T10:44:22.061091image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0144995571.6%
 
143708021.6%
 
2656983.2%
 
3234891.2%
 
4130040.6%
 
584830.4%
 
656250.3%
 
740050.2%
 
830660.2%
 
922340.1%
 
Other values (316)119150.6%
 
ValueCountFrequency (%) 
0144995571.6%
 
143708021.6%
 
2656983.2%
 
3234891.2%
 
4130040.6%
 
ValueCountFrequency (%) 
137511< 0.1%
 
39361< 0.1%
 
38341< 0.1%
 
25121< 0.1%
 
21581< 0.1%
 

count_yr0
Real number (ℝ≥0)

SKEWED

Distinct count322
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4733333860198345
Minimum1
Maximum7430
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:22.380165image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile3
Maximum7430
Range7429
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.318234019
Coefficient of variation (CV)6.324593
Kurtosis278424.8891
Mean1.473333386
Median Absolute Deviation (MAD)0
Skewness435.6725093
Sum2982843
Variance86.82948524
2020-08-30T10:44:22.703315image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1168637283.3%
 
22005029.9%
 
3573152.8%
 
4268121.3%
 
5156500.8%
 
694930.5%
 
762620.3%
 
845590.2%
 
932600.2%
 
1025820.1%
 
Other values (312)117470.6%
 
ValueCountFrequency (%) 
1168637283.3%
 
22005029.9%
 
3573152.8%
 
4268121.3%
 
5156500.8%
 
ValueCountFrequency (%) 
74301< 0.1%
 
53221< 0.1%
 
36871< 0.1%
 
30821< 0.1%
 
25121< 0.1%
 

count_yr1
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count383
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.38381243473871285
Minimum0
Maximum13751
Zeros1781118
Zeros (%)88.0%
Memory size15.4 MiB
2020-08-30T10:44:22.978613image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum13751
Range13751
Interquartile range (IQR)0

Descriptive statistics

Standard deviation12.45222512
Coefficient of variation (CV)32.44351667
Kurtosis741034.5541
Mean0.3838124347
Median Absolute Deviation (MAD)0
Skewness707.468472
Sum777049
Variance155.0579105
2020-08-30T10:44:23.164882image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0178111888.0%
 
11489567.4%
 
2414702.0%
 
3175940.9%
 
497770.5%
 
559700.3%
 
640030.2%
 
728740.1%
 
820980.1%
 
915470.1%
 
Other values (373)91470.5%
 
ValueCountFrequency (%) 
0178111888.0%
 
11489567.4%
 
2414702.0%
 
3175940.9%
 
497770.5%
 
ValueCountFrequency (%) 
137511< 0.1%
 
29651< 0.1%
 
28171< 0.1%
 
24141< 0.1%
 
22331< 0.1%
 

count_yr2
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count286
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.20702979520427708
Minimum0
Maximum1789
Zeros1900266
Zeros (%)93.9%
Memory size15.4 MiB
2020-08-30T10:44:23.441788image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1789
Range1789
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.234685769
Coefficient of variation (CV)25.28469761
Kurtosis39856.83816
Mean0.2070297952
Median Absolute Deviation (MAD)0
Skewness171.494156
Sum419143
Variance27.4019351
2020-08-30T10:44:23.701639image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0190026693.9%
 
1745043.7%
 
2206561.0%
 
390730.4%
 
452180.3%
 
533940.2%
 
622030.1%
 
715780.1%
 
811700.1%
 
9863< 0.1%
 
Other values (276)56290.3%
 
ValueCountFrequency (%) 
0190026693.9%
 
1745043.7%
 
2206561.0%
 
390730.4%
 
452180.3%
 
ValueCountFrequency (%) 
17891< 0.1%
 
16091< 0.1%
 
15811< 0.1%
 
14461< 0.1%
 
14251< 0.1%
 

count_yr3
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count251
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.13267317147381597
Minimum0
Maximum2534
Zeros1955634
Zeros (%)96.6%
Memory size15.4 MiB
2020-08-30T10:44:23.946449image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum2534
Range2534
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.508167518
Coefficient of variation (CV)33.97949614
Kurtosis91627.91032
Mean0.1326731715
Median Absolute Deviation (MAD)0
Skewness246.4801187
Sum268604
Variance20.32357437
2020-08-30T10:44:24.286849image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195563496.6%
 
1390511.9%
 
2116120.6%
 
353260.3%
 
431390.2%
 
520350.1%
 
613800.1%
 
710340.1%
 
8783< 0.1%
 
9617< 0.1%
 
Other values (241)39430.2%
 
ValueCountFrequency (%) 
0195563496.6%
 
1390511.9%
 
2116120.6%
 
353260.3%
 
431390.2%
 
ValueCountFrequency (%) 
25341< 0.1%
 
17831< 0.1%
 
15011< 0.1%
 
14551< 0.1%
 
12751< 0.1%
 

count_yr4
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count226
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.09238676765351776
Minimum0
Maximum3936
Zeros1987886
Zeros (%)98.2%
Memory size15.4 MiB
2020-08-30T10:44:24.513675image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum3936
Range3936
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.207070861
Coefficient of variation (CV)56.36165214
Kurtosis315663.142
Mean0.09238676765
Median Absolute Deviation (MAD)0
Skewness465.8516856
Sum187042
Variance27.11358695
2020-08-30T10:44:24.764993image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198788698.2%
 
1186910.9%
 
262400.3%
 
331270.2%
 
419100.1%
 
512790.1%
 
6955< 0.1%
 
7663< 0.1%
 
8543< 0.1%
 
9388< 0.1%
 
Other values (216)28720.1%
 
ValueCountFrequency (%) 
0198788698.2%
 
1186910.9%
 
262400.3%
 
331270.2%
 
419100.1%
 
ValueCountFrequency (%) 
39361< 0.1%
 
38341< 0.1%
 
13511< 0.1%
 
11521< 0.1%
 
11141< 0.1%
 

initial
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

first_gift
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1867938
1
 
156616
ValueCountFrequency (%) 
0186793892.3%
 
11566167.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1992777
1
 
31777
ValueCountFrequency (%) 
0199277798.4%
 
1317771.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2015902
1
 
8652
ValueCountFrequency (%) 
0201590299.6%
 
186520.4%
 

multi_year
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2011792
1
 
12762
ValueCountFrequency (%) 
0201179299.4%
 
1127620.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2010448
1
 
14106
ValueCountFrequency (%) 
0201044899.3%
 
1141060.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2023546
1
 
1008
ValueCountFrequency (%) 
02023546> 99.9%
 
11008< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2019559
1
 
4995
ValueCountFrequency (%) 
0201955999.8%
 
149950.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024036
1
 
518
ValueCountFrequency (%) 
02024036> 99.9%
 
1518< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1605909
1
418645
ValueCountFrequency (%) 
0160590979.3%
 
141864520.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1637373
1
387181
ValueCountFrequency (%) 
0163737380.9%
 
138718119.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1962206
1
 
62348
ValueCountFrequency (%) 
0196220696.9%
 
1623483.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2001777
1
 
22777
ValueCountFrequency (%) 
0200177798.9%
 
1227771.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2003255
1
 
21299
ValueCountFrequency (%) 
0200325598.9%
 
1212991.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2015045
1
 
9509
ValueCountFrequency (%) 
0201504599.5%
 
195090.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1156118
1
868436
ValueCountFrequency (%) 
0115611857.1%
 
186843642.9%
 

cohort_0_first_gift
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
1
2024554
ValueCountFrequency (%) 
12024554100.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
1
1633173
0
391381
ValueCountFrequency (%) 
1163317380.7%
 
039138119.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1781118
1
 
243436
ValueCountFrequency (%) 
0178111888.0%
 
124343612.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
1
1171372
0
853182
ValueCountFrequency (%) 
1117137257.9%
 
085318242.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1878598
1
 
145956
ValueCountFrequency (%) 
0187859892.8%
 
11459567.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1957065
1
 
67489
ValueCountFrequency (%) 
0195706596.7%
 
1674893.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1967755
1
 
56799
ValueCountFrequency (%) 
0196775597.2%
 
1567992.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2003827
1
 
20727
ValueCountFrequency (%) 
0200382799.0%
 
1207271.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2003244
1
 
21310
ValueCountFrequency (%) 
0200324498.9%
 
1213101.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1997671
1
 
26883
ValueCountFrequency (%) 
0199767198.7%
 
1268831.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1986454
1
 
38100
ValueCountFrequency (%) 
0198645498.1%
 
1381001.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1165825
1
858729
ValueCountFrequency (%) 
0116582557.6%
 
185872942.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1994283
1
 
30271
ValueCountFrequency (%) 
0199428398.5%
 
1302711.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2014648
1
 
9906
ValueCountFrequency (%) 
0201464899.5%
 
199060.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2022519
1
 
2035
ValueCountFrequency (%) 
0202251999.9%
 
120350.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2011452
1
 
13102
ValueCountFrequency (%) 
0201145299.4%
 
1131020.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2010470
1
 
14084
ValueCountFrequency (%) 
0201047099.3%
 
1140840.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2015370
1
 
9184
ValueCountFrequency (%) 
0201537099.5%
 
191840.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1472093
1
552461
ValueCountFrequency (%) 
0147209372.7%
 
155246127.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2007976
1
 
16578
ValueCountFrequency (%) 
0200797699.2%
 
1165780.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2012646
1
 
11908
ValueCountFrequency (%) 
0201264699.4%
 
1119080.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2019004
1
 
5550
ValueCountFrequency (%) 
0201900499.7%
 
155500.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2021587
1
 
2967
ValueCountFrequency (%) 
0202158799.9%
 
129670.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2021446
1
 
3108
ValueCountFrequency (%) 
0202144699.8%
 
131080.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2022115
1
 
2439
ValueCountFrequency (%) 
0202211599.9%
 
124390.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2023992
1
 
562
ValueCountFrequency (%) 
02023992> 99.9%
 
1562< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2018263
1
 
6291
ValueCountFrequency (%) 
0201826399.7%
 
162910.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2018220
1
 
6334
ValueCountFrequency (%) 
0201822099.7%
 
163340.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2018092
1
 
6462
ValueCountFrequency (%) 
0201809299.7%
 
164620.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2022814
1
 
1740
ValueCountFrequency (%) 
0202281499.9%
 
117400.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2019787
1
 
4767
ValueCountFrequency (%) 
0201978799.8%
 
147670.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
1759467
1
 
265087
ValueCountFrequency (%) 
0175946786.9%
 
126508713.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2020629
1
 
3925
ValueCountFrequency (%) 
0202062999.8%
 
139250.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2010407
1
 
14147
ValueCountFrequency (%) 
0201040799.3%
 
1141470.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2018921
1
 
5633
ValueCountFrequency (%) 
0201892199.7%
 
156330.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2023818
1
 
736
ValueCountFrequency (%) 
02023818> 99.9%
 
1736< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024036
1
 
518
ValueCountFrequency (%) 
02024036> 99.9%
 
1518< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024174
1
 
380
ValueCountFrequency (%) 
02024174> 99.9%
 
1380< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024239
1
 
315
ValueCountFrequency (%) 
02024239> 99.9%
 
1315< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2023681
1
 
873
ValueCountFrequency (%) 
02023681> 99.9%
 
1873< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024551
1
 
3
ValueCountFrequency (%) 
02024551> 99.9%
 
13< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024552
1
 
2
ValueCountFrequency (%) 
02024552> 99.9%
 
12< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024433
1
 
121
ValueCountFrequency (%) 
02024433> 99.9%
 
1121< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024545
1
 
9
ValueCountFrequency (%) 
02024545> 99.9%
 
19< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024553
1
 
1
ValueCountFrequency (%) 
02024553> 99.9%
 
11< 0.1%
 

lapsed_amount
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count61195
Unique (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean75.91875493071564
Minimum0.0
Maximum110681.63
Zeros201201
Zeros (%)9.9%
Memory size15.4 MiB
2020-08-30T10:44:25.059469image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q120
median30
Q370.94
95-th percentile239.5
Maximum110681.63
Range110681.63
Interquartile range (IQR)50.94

Descriptive statistics

Standard deviation314.7780074
Coefficient of variation (CV)4.146248284
Kurtosis16864.4253
Mean75.91875493
Median Absolute Deviation (MAD)20
Skewness79.10348205
Sum153701619
Variance99085.19394
2020-08-30T10:44:25.260214image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2541442120.5%
 
5036545518.1%
 
02012019.9%
 
1001593947.9%
 
101569777.8%
 
201237886.1%
 
75349231.7%
 
30320421.6%
 
15299731.5%
 
5270231.3%
 
Other values (61185)47935723.7%
 
ValueCountFrequency (%) 
02012019.9%
 
0.061< 0.1%
 
0.12< 0.1%
 
0.22< 0.1%
 
0.41< 0.1%
 
ValueCountFrequency (%) 
110681.631< 0.1%
 
101644.181< 0.1%
 
74759.671< 0.1%
 
42350.891< 0.1%
 
39307.291< 0.1%
 

recovered_amount
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count13622
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.095290928273584
Minimum0.0
Maximum38190.03
Zeros1920502
Zeros (%)94.9%
Memory size15.4 MiB
2020-08-30T10:44:25.528898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10
Maximum38190.03
Range38190.03
Interquartile range (IQR)0

Descriptive statistics

Standard deviation88.78753102
Coefficient of variation (CV)14.56657805
Kurtosis33266.90165
Mean6.095290928
Median Absolute Deviation (MAD)0
Skewness128.0662963
Sum12340245.63
Variance7883.225665
2020-08-30T10:44:25.784667image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0192050294.9%
 
50207341.0%
 
25192691.0%
 
10098680.5%
 
2056780.3%
 
1047440.2%
 
7524490.1%
 
3020980.1%
 
20018870.1%
 
4018370.1%
 
Other values (13612)354881.8%
 
ValueCountFrequency (%) 
0192050294.9%
 
166< 0.1%
 
1.171< 0.1%
 
1.321< 0.1%
 
1.341< 0.1%
 
ValueCountFrequency (%) 
38190.031< 0.1%
 
26706.191< 0.1%
 
25219.041< 0.1%
 
21476.131< 0.1%
 
200001< 0.1%
 

amount_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count22114
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.029574286484827
Minimum0.0
Maximum442794.38
Zeros1704452
Zeros (%)84.2%
Memory size15.4 MiB
2020-08-30T10:44:26.048228image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile50
Maximum442794.38
Range442794.38
Interquartile range (IQR)0

Descriptive statistics

Standard deviation413.8300226
Coefficient of variation (CV)27.53438086
Kurtosis666806.3032
Mean15.02957429
Median Absolute Deviation (MAD)0
Skewness674.0751561
Sum30428184.74
Variance171255.2876
2020-08-30T10:44:26.239196image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0170445284.2%
 
25649183.2%
 
50515292.5%
 
10371531.8%
 
20313861.6%
 
100276561.4%
 
194920.5%
 
562250.3%
 
7562210.3%
 
3051230.3%
 
Other values (22104)803994.0%
 
ValueCountFrequency (%) 
0170445284.2%
 
0.41< 0.1%
 
194920.5%
 
1.021< 0.1%
 
1.151< 0.1%
 
ValueCountFrequency (%) 
442794.381< 0.1%
 
163192.851< 0.1%
 
113360.941< 0.1%
 
94901.51< 0.1%
 
90140.61< 0.1%
 

amount_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count27752
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.479185988617747
Minimum0.0
Maximum570161.9
Zeros1641737
Zeros (%)81.1%
Memory size15.4 MiB
2020-08-30T10:44:26.458087image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile99
Maximum570161.9
Range570161.9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation510.3741269
Coefficient of variation (CV)24.92160221
Kurtosis796982.7846
Mean20.47918599
Median Absolute Deviation (MAD)0
Skewness768.8294025
Sum41461217.91
Variance260481.7494
2020-08-30T10:44:26.678310image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0164173781.1%
 
25818204.0%
 
50671113.3%
 
10427142.1%
 
100398272.0%
 
20231761.1%
 
7575090.4%
 
569900.3%
 
20058850.3%
 
3057980.3%
 
Other values (27742)1019875.0%
 
ValueCountFrequency (%) 
0164173781.1%
 
124430.1%
 
1.013< 0.1%
 
1.071< 0.1%
 
1.091< 0.1%
 
ValueCountFrequency (%) 
570161.91< 0.1%
 
215995.851< 0.1%
 
172897.831< 0.1%
 
159344.381< 0.1%
 
77656.31< 0.1%
 

amount_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count31954
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.937987052950916
Minimum0.0
Maximum346566.48
Zeros1578506
Zeros (%)78.0%
Memory size15.4 MiB
2020-08-30T10:44:26.937446image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile100
Maximum346566.48
Range346566.48
Interquartile range (IQR)0

Descriptive statistics

Standard deviation478.1990854
Coefficient of variation (CV)19.17552866
Kurtosis272800.7803
Mean24.93798705
Median Absolute Deviation (MAD)0
Skewness438.3472519
Sum50488301.44
Variance228674.3653
2020-08-30T10:44:27.224933image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0157850678.0%
 
25998294.9%
 
50832274.1%
 
100459672.3%
 
10372461.8%
 
20246111.2%
 
7585760.4%
 
3071690.4%
 
1569390.3%
 
20067540.3%
 
Other values (31944)1257306.2%
 
ValueCountFrequency (%) 
0157850678.0%
 
0.921< 0.1%
 
1569< 0.1%
 
1.011< 0.1%
 
1.041< 0.1%
 
ValueCountFrequency (%) 
346566.481< 0.1%
 
322284.061< 0.1%
 
230784.531< 0.1%
 
120093.541< 0.1%
 
101644.181< 0.1%
 

amount_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count39400
Unique (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.946153641740363
Minimum0.0
Maximum294946.63
Zeros1468711
Zeros (%)72.5%
Memory size15.4 MiB
2020-08-30T10:44:27.454261image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q315
95-th percentile100
Maximum294946.63
Range294946.63
Interquartile range (IQR)15

Descriptive statistics

Standard deviation541.3093749
Coefficient of variation (CV)17.49197594
Kurtosis161503.7313
Mean30.94615364
Median Absolute Deviation (MAD)0
Skewness346.965076
Sum62652159.14
Variance293015.8393
2020-08-30T10:44:27.663941image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0146871172.5%
 
251276836.3%
 
501185165.9%
 
100471062.3%
 
10346651.7%
 
20334951.7%
 
30108040.5%
 
75102970.5%
 
99102280.5%
 
1593540.5%
 
Other values (39390)1536957.6%
 
ValueCountFrequency (%) 
0146871172.5%
 
0.061< 0.1%
 
0.12< 0.1%
 
0.22< 0.1%
 
0.561< 0.1%
 
ValueCountFrequency (%) 
294946.631< 0.1%
 
291463.151< 0.1%
 
267252.991< 0.1%
 
231581.711< 0.1%
 
226836.571< 0.1%
 

amount_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count44853
Unique (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.994116990705116
Minimum0.0
Maximum634709.97
Zeros1449955
Zeros (%)71.6%
Memory size15.4 MiB
2020-08-30T10:44:27.918231image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q320
95-th percentile124
Maximum634709.97
Range634709.97
Interquartile range (IQR)20

Descriptive statistics

Standard deviation869.6378812
Coefficient of variation (CV)24.16055605
Kurtosis290095.144
Mean35.99411699
Median Absolute Deviation (MAD)0
Skewness478.4400808
Sum72872033.53
Variance756270.0444
2020-08-30T10:44:28.092805image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0144995571.6%
 
501250086.2%
 
251208076.0%
 
100405042.0%
 
20341251.7%
 
10331451.6%
 
40121070.6%
 
30106480.5%
 
15104010.5%
 
7596850.5%
 
Other values (44843)1781698.8%
 
ValueCountFrequency (%) 
0144995571.6%
 
1436< 0.1%
 
1.011< 0.1%
 
1.021< 0.1%
 
1.031< 0.1%
 
ValueCountFrequency (%) 
634709.971< 0.1%
 
581681.571< 0.1%
 
414410.491< 0.1%
 
315941.341< 0.1%
 
311018.441< 0.1%
 

lapsed_amount_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count20
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.010788865103128886
Minimum0.0
Maximum15600.0
Zeros2024446
Zeros (%)> 99.9%
Memory size15.4 MiB
2020-08-30T10:44:28.322956image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum15600
Range15600
Interquartile range (IQR)0

Descriptive statistics

Standard deviation10.98272923
Coefficient of variation (CV)1017.968908
Kurtosis2010611.538
Mean0.0107888651
Median Absolute Deviation (MAD)0
Skewness1415.593128
Sum21842.64
Variance120.6203413
2020-08-30T10:44:28.526657image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02024446> 99.9%
 
5030< 0.1%
 
2519< 0.1%
 
10015< 0.1%
 
1012< 0.1%
 
209< 0.1%
 
304< 0.1%
 
2503< 0.1%
 
2003< 0.1%
 
402< 0.1%
 
Other values (10)11< 0.1%
 
ValueCountFrequency (%) 
02024446> 99.9%
 
52< 0.1%
 
1012< 0.1%
 
151< 0.1%
 
181< 0.1%
 
ValueCountFrequency (%) 
156001< 0.1%
 
5001< 0.1%
 
2503< 0.1%
 
2003< 0.1%
 
1501< 0.1%
 

lapsed_amount_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count14248
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.592145045279114
Minimum0.0
Maximum29705.22
Zeros1766594
Zeros (%)87.3%
Memory size15.4 MiB
2020-08-30T10:44:28.711961image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile50
Maximum29705.22
Range29705.22
Interquartile range (IQR)0

Descriptive statistics

Standard deviation126.9315711
Coefficient of variation (CV)14.77297816
Kurtosis14834.64383
Mean8.592145045
Median Absolute Deviation (MAD)0
Skewness102.6266905
Sum17395261.62
Variance16111.62375
2020-08-30T10:44:28.879746image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0176659487.3%
 
25551792.7%
 
50429272.1%
 
10325741.6%
 
20281411.4%
 
100221821.1%
 
191120.5%
 
556520.3%
 
7545800.2%
 
3040340.2%
 
Other values (14238)535792.6%
 
ValueCountFrequency (%) 
0176659487.3%
 
0.41< 0.1%
 
191120.5%
 
1.151< 0.1%
 
1.21< 0.1%
 
ValueCountFrequency (%) 
29705.221< 0.1%
 
28345.451< 0.1%
 
26928.861< 0.1%
 
25999.991< 0.1%
 
25838.161< 0.1%
 

lapsed_amount_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count17795
Unique (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.647776231209438
Minimum0.0
Maximum25468.11
Zeros1716489
Zeros (%)84.8%
Memory size15.4 MiB
2020-08-30T10:44:29.116634image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile50
Maximum25468.11
Range25468.11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation106.8280535
Coefficient of variation (CV)9.171540674
Kurtosis10027.99848
Mean11.64777623
Median Absolute Deviation (MAD)0
Skewness76.37703095
Sum23581551.96
Variance11412.23301
2020-08-30T10:44:29.304513image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0171648984.8%
 
25708963.5%
 
50566542.8%
 
10381711.9%
 
100329661.6%
 
20201371.0%
 
564540.3%
 
7555720.3%
 
3046050.2%
 
20043930.2%
 
Other values (17785)682173.4%
 
ValueCountFrequency (%) 
0171648984.8%
 
123970.1%
 
1.013< 0.1%
 
1.071< 0.1%
 
1.091< 0.1%
 
ValueCountFrequency (%) 
25468.111< 0.1%
 
21035.331< 0.1%
 
20147.831< 0.1%
 
200001< 0.1%
 
19758.111< 0.1%
 

lapsed_amount_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count21319
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.701214267438655
Minimum0.0
Maximum101644.18
Zeros1658957
Zeros (%)81.9%
Memory size15.4 MiB
2020-08-30T10:44:29.474077image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile74.01
Maximum101644.18
Range101644.18
Interquartile range (IQR)0

Descriptive statistics

Standard deviation147.1301464
Coefficient of variation (CV)10.0080268
Kurtosis121817.7057
Mean14.70121427
Median Absolute Deviation (MAD)0
Skewness222.4576125
Sum29763402.15
Variance21647.27998
2020-08-30T10:44:29.570448image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0165895781.9%
 
25887384.4%
 
50713293.5%
 
100384631.9%
 
10339801.7%
 
20214971.1%
 
7565240.3%
 
1560650.3%
 
3059700.3%
 
9954910.3%
 
Other values (21309)875404.3%
 
ValueCountFrequency (%) 
0165895781.9%
 
0.921< 0.1%
 
1519< 0.1%
 
1.011< 0.1%
 
1.041< 0.1%
 
ValueCountFrequency (%) 
101644.181< 0.1%
 
39307.291< 0.1%
 
34284.361< 0.1%
 
34275.961< 0.1%
 
29838.551< 0.1%
 

lapsed_amount_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count26613
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.519018613482274
Minimum0.0
Maximum74759.67
Zeros1568406
Zeros (%)77.5%
Memory size15.4 MiB
2020-08-30T10:44:29.702536image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile99
Maximum74759.67
Range74759.67
Interquartile range (IQR)0

Descriptive statistics

Standard deviation128.8022226
Coefficient of variation (CV)7.352136866
Kurtosis64533.39736
Mean17.51901861
Median Absolute Deviation (MAD)0
Skewness158.6868122
Sum35468199.21
Variance16590.01255
2020-08-30T10:44:29.875131image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0156840677.5%
 
251144415.7%
 
501025395.1%
 
100389781.9%
 
10310411.5%
 
20295071.5%
 
3091830.5%
 
9991320.5%
 
1582420.4%
 
7576530.4%
 
Other values (26603)1054325.2%
 
ValueCountFrequency (%) 
0156840677.5%
 
0.061< 0.1%
 
0.12< 0.1%
 
0.22< 0.1%
 
0.561< 0.1%
 
ValueCountFrequency (%) 
74759.671< 0.1%
 
28769.071< 0.1%
 
262291< 0.1%
 
25099.441< 0.1%
 
23711.661< 0.1%
 

upgraded_amount_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count16
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.007076195547266214
Minimum0.0
Maximum11921.36
Zeros2024536
Zeros (%)> 99.9%
Memory size15.4 MiB
2020-08-30T10:44:30.030411image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum11921.36
Range11921.36
Interquartile range (IQR)0

Descriptive statistics

Standard deviation8.412998581
Coefficient of variation (CV)1188.915502
Kurtosis1991510.9
Mean0.007076195547
Median Absolute Deviation (MAD)0
Skewness1406.045382
Sum14326.14
Variance70.77854512
2020-08-30T10:44:30.168712image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02024536> 99.9%
 
52< 0.1%
 
152< 0.1%
 
752< 0.1%
 
746.761< 0.1%
 
271< 0.1%
 
251< 0.1%
 
712.021< 0.1%
 
2291< 0.1%
 
11921.361< 0.1%
 
Other values (6)6< 0.1%
 
ValueCountFrequency (%) 
02024536> 99.9%
 
52< 0.1%
 
152< 0.1%
 
251< 0.1%
 
271< 0.1%
 
ValueCountFrequency (%) 
11921.361< 0.1%
 
746.761< 0.1%
 
712.021< 0.1%
 
2291< 0.1%
 
1501< 0.1%
 

upgraded_amount_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8846
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.3323236327605983
Minimum0.0
Maximum127367.52
Zeros1997437
Zeros (%)98.7%
Memory size15.4 MiB
2020-08-30T10:44:30.598297image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum127367.52
Range127367.52
Interquartile range (IQR)0

Descriptive statistics

Standard deviation185.6663579
Coefficient of variation (CV)55.71678455
Kurtosis238347.6551
Mean3.332323633
Median Absolute Deviation (MAD)0
Skewness409.9876477
Sum6746469.14
Variance34471.99645
2020-08-30T10:44:30.824570image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199743798.7%
 
2523470.1%
 
5017520.1%
 
514060.1%
 
1012350.1%
 
1511440.1%
 
100695< 0.1%
 
20645< 0.1%
 
75639< 0.1%
 
30577< 0.1%
 
Other values (8836)166770.8%
 
ValueCountFrequency (%) 
0199743798.7%
 
0.019< 0.1%
 
0.022< 0.1%
 
0.051< 0.1%
 
0.071< 0.1%
 
ValueCountFrequency (%) 
127367.521< 0.1%
 
121094.351< 0.1%
 
88248.061< 0.1%
 
69203.781< 0.1%
 
37958.341< 0.1%
 

upgraded_amount_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10221
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.430745858100107
Minimum0.0
Maximum187222.1
Zeros1993304
Zeros (%)98.5%
Memory size15.4 MiB
2020-08-30T10:44:31.066585image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum187222.1
Range187222.1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation187.0714987
Coefficient of variation (CV)54.52793836
Kurtosis534018.1696
Mean3.430745858
Median Absolute Deviation (MAD)0
Skewness607.2173711
Sum6945730.25
Variance34995.74561
2020-08-30T10:44:31.230912image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199330498.5%
 
2525750.1%
 
5019010.1%
 
513730.1%
 
1012310.1%
 
1511390.1%
 
75810< 0.1%
 
100777< 0.1%
 
20660< 0.1%
 
40596< 0.1%
 
Other values (10211)201881.0%
 
ValueCountFrequency (%) 
0199330498.5%
 
0.015< 0.1%
 
0.023< 0.1%
 
0.041< 0.1%
 
0.111< 0.1%
 
ValueCountFrequency (%) 
187222.11< 0.1%
 
81910.131< 0.1%
 
69010.941< 0.1%
 
65890.51< 0.1%
 
44627.341< 0.1%
 

upgraded_amount_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count11874
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.3735819839826435
Minimum0.0
Maximum238965.36
Zeros1988990
Zeros (%)98.2%
Memory size15.4 MiB
2020-08-30T10:44:31.472714image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum238965.36
Range238965.36
Interquartile range (IQR)0

Descriptive statistics

Standard deviation275.8679224
Coefficient of variation (CV)63.07596917
Kurtosis457171.3897
Mean4.373581984
Median Absolute Deviation (MAD)0
Skewness598.5403901
Sum8854552.9
Variance76103.1106
2020-08-30T10:44:31.684620image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198899098.2%
 
2532550.2%
 
5023370.1%
 
516240.1%
 
1013120.1%
 
1511960.1%
 
100939< 0.1%
 
75806< 0.1%
 
20756< 0.1%
 
30708< 0.1%
 
Other values (11864)226311.1%
 
ValueCountFrequency (%) 
0198899098.2%
 
0.0111< 0.1%
 
0.027< 0.1%
 
0.031< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
238965.361< 0.1%
 
205297.861< 0.1%
 
129726.881< 0.1%
 
67095.81< 0.1%
 
49317.481< 0.1%
 

upgraded_amount_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count15313
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.929296724117997
Minimum0.0
Maximum372332.36
Zeros1981341
Zeros (%)97.9%
Memory size15.4 MiB
2020-08-30T10:44:31.983582image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum372332.36
Range372332.36
Interquartile range (IQR)0

Descriptive statistics

Standard deviation410.0112266
Coefficient of variation (CV)69.15006041
Kurtosis666916.3012
Mean5.929296724
Median Absolute Deviation (MAD)0
Skewness750.7806301
Sum12004181.4
Variance168109.206
2020-08-30T10:44:32.181264image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198134197.9%
 
2534250.2%
 
5024710.1%
 
518420.1%
 
1017380.1%
 
1512910.1%
 
20997< 0.1%
 
100959< 0.1%
 
75927< 0.1%
 
30844< 0.1%
 
Other values (15303)287191.4%
 
ValueCountFrequency (%) 
0198134197.9%
 
0.016< 0.1%
 
0.023< 0.1%
 
0.031< 0.1%
 
0.042< 0.1%
 
ValueCountFrequency (%) 
372332.361< 0.1%
 
370239.51< 0.1%
 
84181.871< 0.1%
 
83227.161< 0.1%
 
72569.761< 0.1%
 

downgraded_amount_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.000447012033267574
Minimum0.0
Maximum320.0
Zeros2024544
Zeros (%)> 99.9%
Memory size15.4 MiB
2020-08-30T10:44:32.353486image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum320
Range320
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2999973866
Coefficient of variation (CV)671.1170266
Kurtosis854247.3606
Mean0.0004470120333
Median Absolute Deviation (MAD)0
Skewness886.8288715
Sum905
Variance0.08999843198
2020-08-30T10:44:32.572319image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02024544> 99.9%
 
252< 0.1%
 
301< 0.1%
 
241< 0.1%
 
3201< 0.1%
 
2411< 0.1%
 
101< 0.1%
 
1001< 0.1%
 
801< 0.1%
 
501< 0.1%
 
ValueCountFrequency (%) 
02024544> 99.9%
 
101< 0.1%
 
241< 0.1%
 
252< 0.1%
 
301< 0.1%
 
ValueCountFrequency (%) 
3201< 0.1%
 
2411< 0.1%
 
1001< 0.1%
 
801< 0.1%
 
501< 0.1%
 

downgraded_amount_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count6989
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.219017694761414
Minimum0.0
Maximum132299.76
Zeros2000701
Zeros (%)98.8%
Memory size15.4 MiB
2020-08-30T10:44:32.819402image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum132299.76
Range132299.76
Interquartile range (IQR)0

Descriptive statistics

Standard deviation140.5744175
Coefficient of variation (CV)63.34984069
Kurtosis404205.0137
Mean2.219017695
Median Absolute Deviation (MAD)0
Skewness491.7214771
Sum4492521.15
Variance19761.16684
2020-08-30T10:44:33.046175image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200070198.8%
 
2520720.1%
 
1514320.1%
 
5013970.1%
 
1012520.1%
 
511160.1%
 
40762< 0.1%
 
20678< 0.1%
 
100587< 0.1%
 
75552< 0.1%
 
Other values (6979)140050.7%
 
ValueCountFrequency (%) 
0200070198.8%
 
0.0110< 0.1%
 
0.022< 0.1%
 
0.031< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
132299.761< 0.1%
 
48167.61< 0.1%
 
35704.641< 0.1%
 
34900.191< 0.1%
 
28449.591< 0.1%
 

downgraded_amount_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9833
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.176816706296795
Minimum0.0
Maximum247877.84
Zeros1992286
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:44:33.296308image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum247877.84
Range247877.84
Interquartile range (IQR)0

Descriptive statistics

Standard deviation207.547082
Coefficient of variation (CV)65.33177743
Kurtosis1027990.998
Mean3.176816706
Median Absolute Deviation (MAD)0
Skewness900.1964458
Sum6431636.97
Variance43075.79124
2020-08-30T10:44:33.474906image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199228698.4%
 
2524050.1%
 
5019500.1%
 
511740.1%
 
1511350.1%
 
1011000.1%
 
18.68808< 0.1%
 
75738< 0.1%
 
100737< 0.1%
 
20680< 0.1%
 
Other values (9823)215411.1%
 
ValueCountFrequency (%) 
0199228698.4%
 
0.016< 0.1%
 
0.022< 0.1%
 
0.042< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
247877.841< 0.1%
 
95451.031< 0.1%
 
29243.851< 0.1%
 
28421.231< 0.1%
 
26140.261< 0.1%
 

downgraded_amount_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10590
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.4554329496768177
Minimum0.0
Maximum76536.48
Zeros1991803
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:44:33.736900image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum76536.48
Range76536.48
Interquartile range (IQR)0

Descriptive statistics

Standard deviation140.0318702
Coefficient of variation (CV)40.5251302
Kurtosis120645.9207
Mean3.45543295
Median Absolute Deviation (MAD)0
Skewness286.6259126
Sum6995710.6
Variance19608.92467
2020-08-30T10:44:33.925983image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199180398.4%
 
2529360.1%
 
5022570.1%
 
514060.1%
 
1012660.1%
 
1510550.1%
 
100842< 0.1%
 
75835< 0.1%
 
20753< 0.1%
 
30595< 0.1%
 
Other values (10580)208061.0%
 
ValueCountFrequency (%) 
0199180398.4%
 
0.0111< 0.1%
 
0.022< 0.1%
 
0.032< 0.1%
 
0.062< 0.1%
 
ValueCountFrequency (%) 
76536.481< 0.1%
 
70706.241< 0.1%
 
56780.271< 0.1%
 
55103.331< 0.1%
 
53070.81< 0.1%
 

downgraded_amount_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count13318
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.496591837016943
Minimum0.0
Maximum144819.37
Zeros1982284
Zeros (%)97.9%
Memory size15.4 MiB
2020-08-30T10:44:34.183164image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum144819.37
Range144819.37
Interquartile range (IQR)0

Descriptive statistics

Standard deviation184.1629273
Coefficient of variation (CV)40.95611388
Kurtosis234958.0848
Mean4.496591837
Median Absolute Deviation (MAD)0
Skewness381.1465005
Sum9103592.99
Variance33915.9838
2020-08-30T10:44:34.390724image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198228497.9%
 
2536080.2%
 
5026330.1%
 
1018270.1%
 
1517900.1%
 
517880.1%
 
4011730.1%
 
201001< 0.1%
 
100961< 0.1%
 
75901< 0.1%
 
Other values (13308)265881.3%
 
ValueCountFrequency (%) 
0198228497.9%
 
0.019< 0.1%
 
0.024< 0.1%
 
0.041< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
144819.371< 0.1%
 
88175.521< 0.1%
 
65488.121< 0.1%
 
52872.641< 0.1%
 
44524.61< 0.1%
 

amount_yr0
Real number (ℝ≥0)

SKEWED

Distinct count63641
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.22252888290454
Minimum0.01
Maximum634709.97
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:44:34.703038image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.01
5-th percentile10
Q125
median49
Q375.15
95-th percentile250
Maximum634709.97
Range634709.96
Interquartile range (IQR)50.15

Descriptive statistics

Standard deviation691.1164787
Coefficient of variation (CV)8.109551404
Kurtosis438898.4772
Mean85.22252888
Median Absolute Deviation (MAD)24
Skewness541.9518642
Sum172537611.7
Variance477641.9872
2020-08-30T10:44:34.954853image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2547393823.4%
 
5041902520.7%
 
1001782998.8%
 
101756158.7%
 
201390236.9%
 
75350341.7%
 
30349811.7%
 
15337091.7%
 
5302931.5%
 
40288631.4%
 
Other values (63631)47577423.5%
 
ValueCountFrequency (%) 
0.011< 0.1%
 
0.061< 0.1%
 
0.13< 0.1%
 
0.22< 0.1%
 
0.41< 0.1%
 
ValueCountFrequency (%) 
634709.971< 0.1%
 
442794.381< 0.1%
 
163192.851< 0.1%
 
147548.221< 0.1%
 
113360.941< 0.1%
 

amount_yr1
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count33430
Unique (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.887137473241022
Minimum0.0
Maximum570161.9
Zeros1781118
Zeros (%)88.0%
Memory size15.4 MiB
2020-08-30T10:44:35.249904image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile75
Maximum570161.9
Range570161.9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation704.4638395
Coefficient of variation (CV)30.77990161
Kurtosis316651.6017
Mean22.88713747
Median Absolute Deviation (MAD)0
Skewness487.2173431
Sum46336245.72
Variance496269.3011
2020-08-30T10:44:35.478629image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0178111888.0%
 
50378111.9%
 
25362531.8%
 
100198281.0%
 
10173910.9%
 
20109540.5%
 
7555520.3%
 
3043530.2%
 
20041980.2%
 
15041460.2%
 
Other values (33420)1029505.1%
 
ValueCountFrequency (%) 
0178111888.0%
 
0.921< 0.1%
 
1652< 0.1%
 
1.051< 0.1%
 
1.121< 0.1%
 
ValueCountFrequency (%) 
570161.91< 0.1%
 
414410.491< 0.1%
 
342903.671< 0.1%
 
226836.571< 0.1%
 
215995.851< 0.1%
 

amount_yr2
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count22187
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.508841562141592
Minimum0.0
Maximum581681.57
Zeros1900266
Zeros (%)93.9%
Memory size15.4 MiB
2020-08-30T10:44:35.673562image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile25
Maximum581681.57
Range581681.57
Interquartile range (IQR)0

Descriptive statistics

Standard deviation681.2587922
Coefficient of variation (CV)46.95473372
Kurtosis361185.8018
Mean14.50884156
Median Absolute Deviation (MAD)0
Skewness531.5550081
Sum29373933.22
Variance464113.5419
2020-08-30T10:44:35.883525image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0190026693.9%
 
50197671.0%
 
25183000.9%
 
100109930.5%
 
1061500.3%
 
2054150.3%
 
7528360.1%
 
20023600.1%
 
3022260.1%
 
15021870.1%
 
Other values (22177)540542.7%
 
ValueCountFrequency (%) 
0190026693.9%
 
194< 0.1%
 
1.131< 0.1%
 
1.171< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
581681.571< 0.1%
 
346566.481< 0.1%
 
322284.061< 0.1%
 
311018.441< 0.1%
 
267252.991< 0.1%
 

amount_yr3
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count15349
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.658781499530276
Minimum0.0
Maximum315941.34
Zeros1955634
Zeros (%)96.6%
Memory size15.4 MiB
2020-08-30T10:44:36.100335image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum315941.34
Range315941.34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation482.4975057
Coefficient of variation (CV)49.95428313
Kurtosis261103.0732
Mean9.6587815
Median Absolute Deviation (MAD)0
Skewness456.3436688
Sum19554724.72
Variance232803.843
2020-08-30T10:44:36.315726image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195563496.6%
 
50106800.5%
 
2591130.5%
 
10057230.3%
 
2029100.1%
 
1027460.1%
 
7515610.1%
 
20013240.1%
 
15012910.1%
 
3011670.1%
 
Other values (15339)324051.6%
 
ValueCountFrequency (%) 
0195563496.6%
 
145< 0.1%
 
1.51< 0.1%
 
1.691< 0.1%
 
1.791< 0.1%
 
ValueCountFrequency (%) 
315941.341< 0.1%
 
294946.631< 0.1%
 
291463.151< 0.1%
 
231581.711< 0.1%
 
148127.31< 0.1%
 

amount_yr4
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10261
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.438856829701748
Minimum0.0
Maximum254645.17
Zeros1987886
Zeros (%)98.2%
Memory size15.4 MiB
2020-08-30T10:44:36.523149image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum254645.17
Range254645.17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation362.2451021
Coefficient of variation (CV)56.25922608
Kurtosis270825.1333
Mean6.43885683
Median Absolute Deviation (MAD)0
Skewness449.2079481
Sum13035813.35
Variance131221.514
2020-08-30T10:44:36.697863image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198788698.2%
 
5049660.2%
 
2541950.2%
 
10027010.1%
 
1015550.1%
 
2013660.1%
 
75742< 0.1%
 
200674< 0.1%
 
150652< 0.1%
 
40641< 0.1%
 
Other values (10251)191760.9%
 
ValueCountFrequency (%) 
0198788698.2%
 
127< 0.1%
 
1.741< 0.1%
 
219< 0.1%
 
2.52< 0.1%
 
ValueCountFrequency (%) 
254645.171< 0.1%
 
233906.561< 0.1%
 
206771.111< 0.1%
 
111101.021< 0.1%
 
110681.631< 0.1%
 

lapsed_amount_yr0
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

lapsed_amount_yr1
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

lapsed_amount_yr2
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

lapsed_amount_yr3
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

lapsed_amount_yr4
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

upgraded_amount_yr0
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

upgraded_amount_yr1
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count24454
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.359330464882635
Minimum0.0
Maximum370239.5
Zeros1923271
Zeros (%)95.0%
Memory size15.4 MiB
2020-08-30T10:44:36.941086image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1
Maximum370239.5
Range370239.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation399.6906339
Coefficient of variation (CV)38.58267049
Kurtosis417183.3406
Mean10.35933046
Median Absolute Deviation (MAD)0
Skewness534.0023737
Sum20973023.93
Variance159752.6028
2020-08-30T10:44:37.136933image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0192327195.0%
 
2597600.5%
 
5068450.3%
 
554120.3%
 
1046640.2%
 
1540340.2%
 
7525990.1%
 
10025270.1%
 
2024250.1%
 
3021340.1%
 
Other values (24444)608833.0%
 
ValueCountFrequency (%) 
0192327195.0%
 
0.0131< 0.1%
 
0.026< 0.1%
 
0.031< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
370239.51< 0.1%
 
205297.861< 0.1%
 
129726.881< 0.1%
 
127367.521< 0.1%
 
121094.351< 0.1%
 

upgraded_amount_yr2
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10787
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.063813541155236
Minimum0.0
Maximum372332.36
Zeros1997056
Zeros (%)98.6%
Memory size15.4 MiB
2020-08-30T10:44:37.379834image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum372332.36
Range372332.36
Interquartile range (IQR)0

Descriptive statistics

Standard deviation371.366466
Coefficient of variation (CV)91.38373655
Kurtosis618664.6865
Mean4.063813541
Median Absolute Deviation (MAD)0
Skewness711.1632591
Sum8227409.96
Variance137913.0521
2020-08-30T10:44:37.570599image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199705698.6%
 
2518980.1%
 
5014520.1%
 
10933< 0.1%
 
5921< 0.1%
 
15774< 0.1%
 
100664< 0.1%
 
75566< 0.1%
 
20522< 0.1%
 
30512< 0.1%
 
Other values (10777)192561.0%
 
ValueCountFrequency (%) 
0199705698.6%
 
0.016< 0.1%
 
0.025< 0.1%
 
0.041< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
372332.361< 0.1%
 
238965.361< 0.1%
 
187222.11< 0.1%
 
84181.871< 0.1%
 
69010.941< 0.1%
 

upgraded_amount_yr3
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count7178
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.333354575872019
Minimum0.0
Maximum48688.35
Zeros2009068
Zeros (%)99.2%
Memory size15.4 MiB
2020-08-30T10:44:37.848894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum48688.35
Range48688.35
Interquartile range (IQR)0

Descriptive statistics

Standard deviation103.2324511
Coefficient of variation (CV)44.24207627
Kurtosis60586.55659
Mean2.333354576
Median Absolute Deviation (MAD)0
Skewness194.5898214
Sum4724002.34
Variance10656.93896
2020-08-30T10:44:38.027589image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200906899.2%
 
25941< 0.1%
 
50801< 0.1%
 
5495< 0.1%
 
10464< 0.1%
 
15368< 0.1%
 
100358< 0.1%
 
20336< 0.1%
 
30256< 0.1%
 
75245< 0.1%
 
Other values (7168)112220.6%
 
ValueCountFrequency (%) 
0200906899.2%
 
0.013< 0.1%
 
0.023< 0.1%
 
0.062< 0.1%
 
0.081< 0.1%
 
ValueCountFrequency (%) 
48688.351< 0.1%
 
41455.181< 0.1%
 
34517.491< 0.1%
 
29206.431< 0.1%
 
28033.761< 0.1%
 

upgraded_amount_yr4
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4868
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6334818681052716
Minimum0.0
Maximum72569.76
Zeros2015600
Zeros (%)99.6%
Memory size15.4 MiB
2020-08-30T10:44:38.271662image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum72569.76
Range72569.76
Interquartile range (IQR)0

Descriptive statistics

Standard deviation103.7592735
Coefficient of variation (CV)63.52030933
Kurtosis147136.7403
Mean1.633481868
Median Absolute Deviation (MAD)0
Skewness295.8185291
Sum3307072.25
Variance10765.98685
2020-08-30T10:44:38.480443image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0201560099.6%
 
25446< 0.1%
 
50380< 0.1%
 
10250< 0.1%
 
5225< 0.1%
 
100178< 0.1%
 
15163< 0.1%
 
20161< 0.1%
 
30146< 0.1%
 
75142< 0.1%
 
Other values (4858)68630.3%
 
ValueCountFrequency (%) 
0201560099.6%
 
0.011< 0.1%
 
0.021< 0.1%
 
0.031< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
72569.761< 0.1%
 
33293.511< 0.1%
 
32025.411< 0.1%
 
27628.671< 0.1%
 
27022.911< 0.1%
 

downgraded_amount_yr0
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0
2024554
ValueCountFrequency (%) 
02024554100.0%
 

downgraded_amount_yr1
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count21286
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.0368556679644
Minimum0.0
Maximum291806.3
Zeros1925910
Zeros (%)95.1%
Memory size15.4 MiB
2020-08-30T10:44:38.705533image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum291806.3
Range291806.3
Interquartile range (IQR)0

Descriptive statistics

Standard deviation294.3425328
Coefficient of variation (CV)36.62409094
Kurtosis515102.3705
Mean8.036855668
Median Absolute Deviation (MAD)0
Skewness588.119083
Sum16271048.29
Variance86637.52663
2020-08-30T10:44:39.099865image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0192591095.1%
 
2595220.5%
 
5064890.3%
 
1548390.2%
 
548140.2%
 
1046360.2%
 
4025690.1%
 
2025480.1%
 
7524050.1%
 
10022890.1%
 
Other values (21276)585332.9%
 
ValueCountFrequency (%) 
0192591095.1%
 
0.0139< 0.1%
 
0.029< 0.1%
 
0.033< 0.1%
 
0.043< 0.1%
 
ValueCountFrequency (%) 
291806.31< 0.1%
 
132299.761< 0.1%
 
120093.381< 0.1%
 
70706.241< 0.1%
 
53070.81< 0.1%
 

downgraded_amount_yr2
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count12613
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.002309269103218
Minimum0.0
Maximum409172.04
Zeros1992267
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:44:39.330092image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum409172.04
Range409172.04
Interquartile range (IQR)0

Descriptive statistics

Standard deviation379.140215
Coefficient of variation (CV)75.7930377
Kurtosis766559.4955
Mean5.002309269
Median Absolute Deviation (MAD)0
Skewness787.5131573
Sum10127445.24
Variance143747.3027
2020-08-30T10:44:39.520138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199226798.4%
 
2519900.1%
 
5017790.1%
 
10924< 0.1%
 
5873< 0.1%
 
100804< 0.1%
 
15800< 0.1%
 
20671< 0.1%
 
75655< 0.1%
 
40581< 0.1%
 
Other values (12603)232101.1%
 
ValueCountFrequency (%) 
0199226798.4%
 
0.018< 0.1%
 
0.022< 0.1%
 
0.031< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
409172.041< 0.1%
 
247877.841< 0.1%
 
107712.881< 0.1%
 
95451.031< 0.1%
 
65488.121< 0.1%
 

downgraded_amount_yr3
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8267
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.415881675667827
Minimum0.0
Maximum479356.45
Zeros2006381
Zeros (%)99.1%
Memory size15.4 MiB
2020-08-30T10:44:39.700872image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum479356.45
Range479356.45
Interquartile range (IQR)0

Descriptive statistics

Standard deviation387.7203607
Coefficient of variation (CV)113.5052082
Kurtosis1178394.805
Mean3.415881676
Median Absolute Deviation (MAD)0
Skewness994.1292001
Sum6915636.91
Variance150327.0781
2020-08-30T10:44:39.914515image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200638199.1%
 
2510200.1%
 
50967< 0.1%
 
5470< 0.1%
 
10464< 0.1%
 
100419< 0.1%
 
15417< 0.1%
 
75335< 0.1%
 
40327< 0.1%
 
20323< 0.1%
 
Other values (8257)134310.7%
 
ValueCountFrequency (%) 
0200638199.1%
 
0.017< 0.1%
 
0.022< 0.1%
 
0.061< 0.1%
 
0.091< 0.1%
 
ValueCountFrequency (%) 
479356.451< 0.1%
 
179984.041< 0.1%
 
76536.481< 0.1%
 
55103.331< 0.1%
 
43818.851< 0.1%
 

downgraded_amount_yr4
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5672
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2861531379256874
Minimum0.0
Maximum238293.23
Zeros2013480
Zeros (%)99.5%
Memory size15.4 MiB
2020-08-30T10:44:40.162639image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum238293.23
Range238293.23
Interquartile range (IQR)0

Descriptive statistics

Standard deviation227.6734747
Coefficient of variation (CV)99.58802447
Kurtosis687257.6814
Mean2.286153138
Median Absolute Deviation (MAD)0
Skewness738.742738
Sum4628440.48
Variance51835.21106
2020-08-30T10:44:40.311017image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0201348099.5%
 
25481< 0.1%
 
50475< 0.1%
 
10309< 0.1%
 
15261< 0.1%
 
100260< 0.1%
 
5228< 0.1%
 
40211< 0.1%
 
75211< 0.1%
 
20177< 0.1%
 
Other values (5662)84610.4%
 
ValueCountFrequency (%) 
0201348099.5%
 
0.012< 0.1%
 
0.021< 0.1%
 
0.11< 0.1%
 
0.161< 0.1%
 
ValueCountFrequency (%) 
238293.231< 0.1%
 
144819.371< 0.1%
 
88175.521< 0.1%
 
52872.641< 0.1%
 
37041.331< 0.1%
 

amount_01_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count1478
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4128609758001022
Minimum0.0
Maximum5129.13
Zeros2007852
Zeros (%)99.2%
Memory size15.4 MiB
2020-08-30T10:44:40.491434image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5129.13
Range5129.13
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11.43987172
Coefficient of variation (CV)27.70877461
Kurtosis56001.20271
Mean0.4128609758
Median Absolute Deviation (MAD)0
Skewness175.2617402
Sum835859.34
Variance130.870665
2020-08-30T10:44:40.658959image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200785299.2%
 
2532550.2%
 
5026860.1%
 
1017780.1%
 
117050.1%
 
10013550.1%
 
2010980.1%
 
5543< 0.1%
 
2488< 0.1%
 
75240< 0.1%
 
Other values (1468)35540.2%
 
ValueCountFrequency (%) 
0200785299.2%
 
117050.1%
 
1.271< 0.1%
 
1.291< 0.1%
 
1.881< 0.1%
 
ValueCountFrequency (%) 
5129.131< 0.1%
 
4944.391< 0.1%
 
34001< 0.1%
 
3347.671< 0.1%
 
3054.471< 0.1%
 

amount_02_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2296
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7427263337999382
Minimum0.0
Maximum11778.75
Zeros1999860
Zeros (%)98.8%
Memory size15.4 MiB
2020-08-30T10:44:40.864326image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum11778.75
Range11778.75
Interquartile range (IQR)0

Descriptive statistics

Standard deviation18.90945644
Coefficient of variation (CV)25.45952066
Kurtosis130012.8269
Mean0.7427263338
Median Absolute Deviation (MAD)0
Skewness266.86804
Sum1503689.57
Variance357.5675429
2020-08-30T10:44:41.028143image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199986098.8%
 
2554090.3%
 
5044460.2%
 
1028270.1%
 
10021430.1%
 
2016940.1%
 
1809< 0.1%
 
5800< 0.1%
 
75433< 0.1%
 
15428< 0.1%
 
Other values (2286)57050.3%
 
ValueCountFrequency (%) 
0199986098.8%
 
0.41< 0.1%
 
1809< 0.1%
 
1.491< 0.1%
 
1.52< 0.1%
 
ValueCountFrequency (%) 
11778.751< 0.1%
 
9902.441< 0.1%
 
7096.31< 0.1%
 
5069.71< 0.1%
 
4483.561< 0.1%
 

amount_03_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2263
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7434286267493977
Minimum0.0
Maximum20196.48
Zeros2000410
Zeros (%)98.8%
Memory size15.4 MiB
2020-08-30T10:44:41.261676image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum20196.48
Range20196.48
Interquartile range (IQR)0

Descriptive statistics

Standard deviation26.73030468
Coefficient of variation (CV)35.95544174
Kurtosis221511.654
Mean0.7434286267
Median Absolute Deviation (MAD)0
Skewness370.316603
Sum1505111.4
Variance714.509188
2020-08-30T10:44:41.389027image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200041098.8%
 
2573210.4%
 
5036920.2%
 
1023930.1%
 
10019000.1%
 
2012720.1%
 
1804< 0.1%
 
5785< 0.1%
 
30378< 0.1%
 
15353< 0.1%
 
Other values (2253)52460.3%
 
ValueCountFrequency (%) 
0200041098.8%
 
1804< 0.1%
 
1.371< 0.1%
 
1.441< 0.1%
 
1.471< 0.1%
 
ValueCountFrequency (%) 
20196.481< 0.1%
 
14432.211< 0.1%
 
9641.771< 0.1%
 
8194.181< 0.1%
 
5283.671< 0.1%
 

amount_04_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2170
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7200662318713167
Minimum0.0
Maximum67862.61
Zeros2005359
Zeros (%)99.1%
Memory size15.4 MiB
2020-08-30T10:44:41.625818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum67862.61
Range67862.61
Interquartile range (IQR)0

Descriptive statistics

Standard deviation53.65389557
Coefficient of variation (CV)74.5124451
Kurtosis1266613.492
Mean0.7200662319
Median Absolute Deviation (MAD)0
Skewness1018.548803
Sum1457812.97
Variance2878.74051
2020-08-30T10:44:41.808477image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200535999.1%
 
2539010.2%
 
5030750.2%
 
1022030.1%
 
10016780.1%
 
2012170.1%
 
510870.1%
 
1518< 0.1%
 
30353< 0.1%
 
15349< 0.1%
 
Other values (2160)48140.2%
 
ValueCountFrequency (%) 
0200535999.1%
 
1518< 0.1%
 
1.21< 0.1%
 
1.51< 0.1%
 
1.671< 0.1%
 
ValueCountFrequency (%) 
67862.611< 0.1%
 
9823.941< 0.1%
 
9514.961< 0.1%
 
8432.861< 0.1%
 
8285.911< 0.1%
 

amount_05_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2469
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9282883193039063
Minimum0.0
Maximum84044.43
Zeros2003539
Zeros (%)99.0%
Memory size15.4 MiB
2020-08-30T10:44:42.040770image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum84044.43
Range84044.43
Interquartile range (IQR)0

Descriptive statistics

Standard deviation72.97077762
Coefficient of variation (CV)78.60788087
Kurtosis886916.6828
Mean0.9282883193
Median Absolute Deviation (MAD)0
Skewness819.3847156
Sum1879369.83
Variance5324.734386
2020-08-30T10:44:42.265028image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200353999.0%
 
2540930.2%
 
5033300.2%
 
1023270.1%
 
10018120.1%
 
2013690.1%
 
1891< 0.1%
 
5672< 0.1%
 
30348< 0.1%
 
15338< 0.1%
 
Other values (2459)58350.3%
 
ValueCountFrequency (%) 
0200353999.0%
 
1891< 0.1%
 
1.521< 0.1%
 
1.651< 0.1%
 
1.861< 0.1%
 
ValueCountFrequency (%) 
84044.431< 0.1%
 
28524.771< 0.1%
 
17678.491< 0.1%
 
16323.81< 0.1%
 
14285.691< 0.1%
 

amount_06_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count1850
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6602861667310431
Minimum0.0
Maximum39355.3
Zeros2007607
Zeros (%)99.2%
Memory size15.4 MiB
2020-08-30T10:44:42.524169image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum39355.3
Range39355.3
Interquartile range (IQR)0

Descriptive statistics

Standard deviation42.32107076
Coefficient of variation (CV)64.09504377
Kurtosis394975.539
Mean0.6602861667
Median Absolute Deviation (MAD)0
Skewness502.3106639
Sum1336785
Variance1791.07303
2020-08-30T10:44:42.746733image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200760799.2%
 
2530400.2%
 
5025900.1%
 
1018680.1%
 
114380.1%
 
10013550.1%
 
2012660.1%
 
5446< 0.1%
 
30280< 0.1%
 
75266< 0.1%
 
Other values (1840)43980.2%
 
ValueCountFrequency (%) 
0200760799.2%
 
114380.1%
 
1.251< 0.1%
 
1.51< 0.1%
 
1.511< 0.1%
 
ValueCountFrequency (%) 
39355.31< 0.1%
 
142001< 0.1%
 
14183.441< 0.1%
 
12198.661< 0.1%
 
10764.821< 0.1%
 

amount_07_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2120
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9737522535827638
Minimum0.0
Maximum50383.03
Zeros2003168
Zeros (%)98.9%
Memory size15.4 MiB
2020-08-30T10:44:43.008808image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum50383.03
Range50383.03
Interquartile range (IQR)0

Descriptive statistics

Standard deviation62.11427083
Coefficient of variation (CV)63.78857723
Kurtosis245007.2205
Mean0.9737522536
Median Absolute Deviation (MAD)0
Skewness384.9125472
Sum1971414.02
Variance3858.18264
2020-08-30T10:44:43.193453image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200316898.9%
 
2545200.2%
 
5040170.2%
 
1026660.1%
 
10019130.1%
 
2014730.1%
 
1525< 0.1%
 
5452< 0.1%
 
75416< 0.1%
 
30377< 0.1%
 
Other values (2110)50270.2%
 
ValueCountFrequency (%) 
0200316898.9%
 
1525< 0.1%
 
1.151< 0.1%
 
1.221< 0.1%
 
1.311< 0.1%
 
ValueCountFrequency (%) 
50383.031< 0.1%
 
26369.031< 0.1%
 
17973.351< 0.1%
 
15672.141< 0.1%
 
14198.661< 0.1%
 

amount_08_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3753
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7881267133403211
Minimum0.0
Maximum92735.03
Zeros1983717
Zeros (%)98.0%
Memory size15.4 MiB
2020-08-30T10:44:43.359346image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum92735.03
Range92735.03
Interquartile range (IQR)0

Descriptive statistics

Standard deviation100.0906597
Coefficient of variation (CV)55.97514925
Kurtosis374906.8292
Mean1.788126713
Median Absolute Deviation (MAD)0
Skewness462.0952465
Sum3620159.09
Variance10018.14015
2020-08-30T10:44:43.508466image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198371798.0%
 
2583310.4%
 
5072230.4%
 
1046780.2%
 
10034690.2%
 
126720.1%
 
2023640.1%
 
2864< 0.1%
 
5809< 0.1%
 
30736< 0.1%
 
Other values (3743)96910.5%
 
ValueCountFrequency (%) 
0198371798.0%
 
126720.1%
 
1.151< 0.1%
 
1.252< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
92735.031< 0.1%
 
28078.731< 0.1%
 
21299.951< 0.1%
 
20445.811< 0.1%
 
17998.451< 0.1%
 

amount_09_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5254
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0125788889799923
Minimum0.0
Maximum40697.91
Zeros1957013
Zeros (%)96.7%
Memory size15.4 MiB
2020-08-30T10:44:43.746595image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum40697.91
Range40697.91
Interquartile range (IQR)0

Descriptive statistics

Standard deviation76.19602501
Coefficient of variation (CV)37.8598948
Kurtosis131135.4666
Mean2.012578889
Median Absolute Deviation (MAD)0
Skewness318.3465108
Sum4074574.64
Variance5805.834228
2020-08-30T10:44:43.929926image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195701396.7%
 
20161100.8%
 
25106590.5%
 
1095650.5%
 
5091200.5%
 
10045700.2%
 
114590.1%
 
4012770.1%
 
30974< 0.1%
 
5886< 0.1%
 
Other values (5244)129210.6%
 
ValueCountFrequency (%) 
0195701396.7%
 
114590.1%
 
1.241< 0.1%
 
1.311< 0.1%
 
1.421< 0.1%
 
ValueCountFrequency (%) 
40697.911< 0.1%
 
38234.411< 0.1%
 
34439.721< 0.1%
 
29035.221< 0.1%
 
26928.861< 0.1%
 

amount_10_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4364
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6250270676899703
Minimum0.0
Maximum34721.96
Zeros1979153
Zeros (%)97.8%
Memory size15.4 MiB
2020-08-30T10:44:44.143263image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum34721.96
Range34721.96
Interquartile range (IQR)0

Descriptive statistics

Standard deviation59.08212451
Coefficient of variation (CV)36.35762486
Kurtosis126745.9978
Mean1.625027068
Median Absolute Deviation (MAD)0
Skewness301.9363022
Sum3289955.05
Variance3490.697436
2020-08-30T10:44:44.338352image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197915397.8%
 
2590980.4%
 
1075750.4%
 
5075710.4%
 
10045800.2%
 
2033040.2%
 
30843< 0.1%
 
5824< 0.1%
 
75740< 0.1%
 
15658< 0.1%
 
Other values (4354)102080.5%
 
ValueCountFrequency (%) 
0197915397.8%
 
1527< 0.1%
 
1.191< 0.1%
 
1.51< 0.1%
 
1.511< 0.1%
 
ValueCountFrequency (%) 
34721.961< 0.1%
 
26431.941< 0.1%
 
25838.161< 0.1%
 
21295.721< 0.1%
 
18851.311< 0.1%
 

amount_11_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4166
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.715733811002324
Minimum0.0
Maximum54169.51
Zeros1984838
Zeros (%)98.0%
Memory size15.4 MiB
2020-08-30T10:44:44.557747image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum54169.51
Range54169.51
Interquartile range (IQR)0

Descriptive statistics

Standard deviation68.48138923
Coefficient of variation (CV)39.91376098
Kurtosis210596.5329
Mean1.715733811
Median Absolute Deviation (MAD)0
Skewness338.6160167
Sum3473595.75
Variance4689.700671
2020-08-30T10:44:44.763098image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198483898.0%
 
2580300.4%
 
5070880.4%
 
1051520.3%
 
10044040.2%
 
2026690.1%
 
30937< 0.1%
 
75682< 0.1%
 
5651< 0.1%
 
15609< 0.1%
 
Other values (4156)94940.5%
 
ValueCountFrequency (%) 
0198483898.0%
 
1268< 0.1%
 
1.012< 0.1%
 
1.021< 0.1%
 
1.311< 0.1%
 
ValueCountFrequency (%) 
54169.511< 0.1%
 
18882.821< 0.1%
 
18514.421< 0.1%
 
17112.151< 0.1%
 
15063.941< 0.1%
 

amount_12_2013
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5967
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7066988976337494
Minimum0.0
Maximum26069.38
Zeros1975263
Zeros (%)97.6%
Memory size15.4 MiB
2020-08-30T10:44:45.033176image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum26069.38
Range26069.38
Interquartile range (IQR)0

Descriptive statistics

Standard deviation83.51434373
Coefficient of variation (CV)30.85468569
Kurtosis27453.40046
Mean2.706698898
Median Absolute Deviation (MAD)0
Skewness138.4461885
Sum5479858.08
Variance6974.645609
2020-08-30T10:44:45.158495image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197526397.6%
 
25119600.6%
 
5091450.5%
 
10046930.2%
 
1045130.2%
 
2040800.2%
 
30853< 0.1%
 
75791< 0.1%
 
200765< 0.1%
 
15597< 0.1%
 
Other values (5957)118940.6%
 
ValueCountFrequency (%) 
0197526397.6%
 
1282< 0.1%
 
1.121< 0.1%
 
1.211< 0.1%
 
1.251< 0.1%
 
ValueCountFrequency (%) 
26069.381< 0.1%
 
26027.221< 0.1%
 
20032.391< 0.1%
 
200001< 0.1%
 
19999.371< 0.1%
 

amount_01_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2874
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2475356004334783
Minimum0.0
Maximum40583.68
Zeros1992623
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:44:45.355529image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum40583.68
Range40583.68
Interquartile range (IQR)0

Descriptive statistics

Standard deviation52.77948617
Coefficient of variation (CV)42.30699801
Kurtosis204512.3739
Mean1.2475356
Median Absolute Deviation (MAD)0
Skewness350.2132782
Sum2525703.19
Variance2785.67416
2020-08-30T10:44:45.515301image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199262398.4%
 
2561450.3%
 
5059840.3%
 
1035040.2%
 
10030960.2%
 
2024330.1%
 
115560.1%
 
30550< 0.1%
 
75500< 0.1%
 
5486< 0.1%
 
Other values (2864)76770.4%
 
ValueCountFrequency (%) 
0199262398.4%
 
115560.1%
 
1.221< 0.1%
 
1.671< 0.1%
 
1.691< 0.1%
 
ValueCountFrequency (%) 
40583.681< 0.1%
 
200001< 0.1%
 
19377.281< 0.1%
 
13474.21< 0.1%
 
10559.521< 0.1%
 

amount_02_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3380
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.459372543286078
Minimum0.0
Maximum18429.36
Zeros1989608
Zeros (%)98.3%
Memory size15.4 MiB
2020-08-30T10:44:45.625847image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum18429.36
Range18429.36
Interquartile range (IQR)0

Descriptive statistics

Standard deviation37.15213382
Coefficient of variation (CV)25.45760778
Kurtosis82492.5553
Mean1.459372543
Median Absolute Deviation (MAD)0
Skewness224.6206003
Sum2954578.52
Variance1380.281047
2020-08-30T10:44:45.719740image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198960898.3%
 
2569010.3%
 
5057840.3%
 
10053530.3%
 
1039420.2%
 
2019790.1%
 
200689< 0.1%
 
30595< 0.1%
 
15519< 0.1%
 
75510< 0.1%
 
Other values (3370)86740.4%
 
ValueCountFrequency (%) 
0198960898.3%
 
1496< 0.1%
 
1.071< 0.1%
 
1.21< 0.1%
 
1.361< 0.1%
 
ValueCountFrequency (%) 
18429.361< 0.1%
 
17138.451< 0.1%
 
15148.161< 0.1%
 
102281< 0.1%
 
100001< 0.1%
 

amount_03_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4099
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7166722893042128
Minimum0.0
Maximum25418.27
Zeros1980545
Zeros (%)97.8%
Memory size15.4 MiB
2020-08-30T10:44:45.833475image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum25418.27
Range25418.27
Interquartile range (IQR)0

Descriptive statistics

Standard deviation46.84721941
Coefficient of variation (CV)27.289553
Kurtosis76657.5541
Mean1.716672289
Median Absolute Deviation (MAD)0
Skewness213.6755256
Sum3475495.75
Variance2194.661967
2020-08-30T10:44:45.965345image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198054597.8%
 
2594650.5%
 
5070990.4%
 
2061540.3%
 
1049830.2%
 
10036790.2%
 
30765< 0.1%
 
40753< 0.1%
 
75665< 0.1%
 
5504< 0.1%
 
Other values (4089)99420.5%
 
ValueCountFrequency (%) 
0198054597.8%
 
1228< 0.1%
 
1.041< 0.1%
 
1.11< 0.1%
 
1.181< 0.1%
 
ValueCountFrequency (%) 
25418.271< 0.1%
 
17278.011< 0.1%
 
15518.471< 0.1%
 
13959.761< 0.1%
 
12643.951< 0.1%
 

amount_04_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3024
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2396322893832417
Minimum0.0
Maximum27141.84
Zeros1999929
Zeros (%)98.8%
Memory size15.4 MiB
2020-08-30T10:44:46.209054image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum27141.84
Range27141.84
Interquartile range (IQR)0

Descriptive statistics

Standard deviation43.29640694
Coefficient of variation (CV)34.92681444
Kurtosis100495.1266
Mean1.239632289
Median Absolute Deviation (MAD)0
Skewness228.4159114
Sum2509702.51
Variance1874.578854
2020-08-30T10:44:46.423424image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199992998.8%
 
2546860.2%
 
5040030.2%
 
1032890.2%
 
10021790.1%
 
513850.1%
 
2013480.1%
 
30440< 0.1%
 
75382< 0.1%
 
15318< 0.1%
 
Other values (3014)65950.3%
 
ValueCountFrequency (%) 
0199992998.8%
 
172< 0.1%
 
1.011< 0.1%
 
1.141< 0.1%
 
1.221< 0.1%
 
ValueCountFrequency (%) 
27141.841< 0.1%
 
15690.791< 0.1%
 
13890.381< 0.1%
 
11043.311< 0.1%
 
9999.881< 0.1%
 

amount_05_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2889
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1813325206440528
Minimum0.0
Maximum65759.17
Zeros2002989
Zeros (%)98.9%
Memory size15.4 MiB
2020-08-30T10:44:46.642321image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum65759.17
Range65759.17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation62.28178634
Coefficient of variation (CV)52.72163871
Kurtosis627271.7355
Mean1.181332521
Median Absolute Deviation (MAD)0
Skewness643.42453
Sum2391671.48
Variance3879.02091
2020-08-30T10:44:46.928644image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200298998.9%
 
2538510.2%
 
5037300.2%
 
1034210.2%
 
10017880.1%
 
2011000.1%
 
5392< 0.1%
 
30364< 0.1%
 
200323< 0.1%
 
75307< 0.1%
 
Other values (2879)62890.3%
 
ValueCountFrequency (%) 
0200298998.9%
 
180< 0.1%
 
1.221< 0.1%
 
1.241< 0.1%
 
1.281< 0.1%
 
ValueCountFrequency (%) 
65759.171< 0.1%
 
19850.411< 0.1%
 
16278.711< 0.1%
 
15129.451< 0.1%
 
13708.941< 0.1%
 

amount_06_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2118
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9092978157164493
Minimum0.0
Maximum19911.25
Zeros2006030
Zeros (%)99.1%
Memory size15.4 MiB
2020-08-30T10:44:47.180322image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum19911.25
Range19911.25
Interquartile range (IQR)0

Descriptive statistics

Standard deviation34.17251788
Coefficient of variation (CV)37.58121628
Kurtosis103523.6433
Mean0.9092978157
Median Absolute Deviation (MAD)0
Skewness244.269008
Sum1840922.53
Variance1167.760978
2020-08-30T10:44:47.370454image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200603099.1%
 
2534790.2%
 
5031620.2%
 
1026930.1%
 
10021240.1%
 
201000< 0.1%
 
30312< 0.1%
 
5306< 0.1%
 
15293< 0.1%
 
200274< 0.1%
 
Other values (2108)48810.2%
 
ValueCountFrequency (%) 
0200603099.1%
 
163< 0.1%
 
1.111< 0.1%
 
1.351< 0.1%
 
1.451< 0.1%
 
ValueCountFrequency (%) 
19911.251< 0.1%
 
15217.241< 0.1%
 
14017.931< 0.1%
 
11143.411< 0.1%
 
8990.381< 0.1%
 

amount_07_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2501
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9556184720190228
Minimum0.0
Maximum25373.22
Zeros1997745
Zeros (%)98.7%
Memory size15.4 MiB
2020-08-30T10:44:47.590148image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum25373.22
Range25373.22
Interquartile range (IQR)0

Descriptive statistics

Standard deviation30.72386228
Coefficient of variation (CV)32.15076223
Kurtosis259115.7499
Mean0.955618472
Median Absolute Deviation (MAD)0
Skewness379.715672
Sum1934701.2
Variance943.9557134
2020-08-30T10:44:47.824671image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199774598.7%
 
2552130.3%
 
1045660.2%
 
5044800.2%
 
10026740.1%
 
2016160.1%
 
5462< 0.1%
 
30437< 0.1%
 
15424< 0.1%
 
75396< 0.1%
 
Other values (2491)65410.3%
 
ValueCountFrequency (%) 
0199774598.7%
 
1104< 0.1%
 
1.891< 0.1%
 
1.951< 0.1%
 
1.991< 0.1%
 
ValueCountFrequency (%) 
25373.221< 0.1%
 
11636.371< 0.1%
 
11149.861< 0.1%
 
10805.91< 0.1%
 
5166.851< 0.1%
 

amount_08_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8067
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.681395996352777
Minimum0.0
Maximum48048.54
Zeros1960421
Zeros (%)96.8%
Memory size15.4 MiB
2020-08-30T10:44:48.106616image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum48048.54
Range48048.54
Interquartile range (IQR)0

Descriptive statistics

Standard deviation72.30558584
Coefficient of variation (CV)26.96564996
Kurtosis173530.3629
Mean2.681395996
Median Absolute Deviation (MAD)0
Skewness329.7668815
Sum5428630.99
Variance5228.097744
2020-08-30T10:44:48.635211image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196042196.8%
 
25135540.7%
 
50112010.6%
 
1070970.4%
 
10063120.3%
 
2036280.2%
 
1513870.1%
 
7510500.1%
 
3010190.1%
 
5917< 0.1%
 
Other values (8057)179680.9%
 
ValueCountFrequency (%) 
0196042196.8%
 
197< 0.1%
 
1.081< 0.1%
 
1.091< 0.1%
 
1.111< 0.1%
 
ValueCountFrequency (%) 
48048.541< 0.1%
 
42128.751< 0.1%
 
25468.111< 0.1%
 
22997.191< 0.1%
 
17503.71< 0.1%
 

amount_09_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4661
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.297594689990981
Minimum0.0
Maximum46646.79
Zeros1958847
Zeros (%)96.8%
Memory size15.4 MiB
2020-08-30T10:44:48.864783image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum46646.79
Range46646.79
Interquartile range (IQR)0

Descriptive statistics

Standard deviation59.62432224
Coefficient of variation (CV)25.95075733
Kurtosis239279.6367
Mean2.29759469
Median Absolute Deviation (MAD)0
Skewness394.5464041
Sum4651604.52
Variance3555.059802
2020-08-30T10:44:49.041993image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195884796.8%
 
25154990.8%
 
50129500.6%
 
10082600.4%
 
1074490.4%
 
2036170.2%
 
511880.1%
 
7511290.1%
 
1511010.1%
 
3010460.1%
 
Other values (4651)134680.7%
 
ValueCountFrequency (%) 
0195884796.8%
 
1112< 0.1%
 
1.011< 0.1%
 
1.121< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
46646.791< 0.1%
 
27694.081< 0.1%
 
22364.241< 0.1%
 
21035.331< 0.1%
 
19495.311< 0.1%
 

amount_10_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4567
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8965116267582895
Minimum0.0
Maximum37190.55
Zeros1970129
Zeros (%)97.3%
Memory size15.4 MiB
2020-08-30T10:44:49.224784image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum37190.55
Range37190.55
Interquartile range (IQR)0

Descriptive statistics

Standard deviation56.76508122
Coefficient of variation (CV)29.931312
Kurtosis161148.9616
Mean1.896511627
Median Absolute Deviation (MAD)0
Skewness324.7898897
Sum3839590.2
Variance3222.274446
2020-08-30T10:44:49.424593image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197012997.3%
 
25116390.6%
 
1093480.5%
 
5093180.5%
 
10054230.3%
 
2027710.1%
 
522530.1%
 
75812< 0.1%
 
30794< 0.1%
 
15737< 0.1%
 
Other values (4557)113300.6%
 
ValueCountFrequency (%) 
0197012997.3%
 
1196< 0.1%
 
1.241< 0.1%
 
1.51< 0.1%
 
1.541< 0.1%
 
ValueCountFrequency (%) 
37190.551< 0.1%
 
29947.811< 0.1%
 
23124.671< 0.1%
 
20400.851< 0.1%
 
14108.261< 0.1%
 

amount_11_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3780
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6836355167607295
Minimum0.0
Maximum39514.71
Zeros1986987
Zeros (%)98.1%
Memory size15.4 MiB
2020-08-30T10:44:49.641443image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum39514.71
Range39514.71
Interquartile range (IQR)0

Descriptive statistics

Standard deviation56.2285121
Coefficient of variation (CV)33.39708122
Kurtosis140913.1384
Mean1.683635517
Median Absolute Deviation (MAD)0
Skewness272.2793494
Sum3408611.02
Variance3161.645573
2020-08-30T10:44:49.864475image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198698798.1%
 
2581990.4%
 
5071430.4%
 
1042380.2%
 
10040290.2%
 
2023440.1%
 
30730< 0.1%
 
75599< 0.1%
 
5543< 0.1%
 
15523< 0.1%
 
Other values (3770)92190.5%
 
ValueCountFrequency (%) 
0198698798.1%
 
169< 0.1%
 
1.191< 0.1%
 
1.231< 0.1%
 
1.251< 0.1%
 
ValueCountFrequency (%) 
39514.711< 0.1%
 
19220.981< 0.1%
 
15962.241< 0.1%
 
12772.881< 0.1%
 
12223.091< 0.1%
 

amount_12_2014
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count7155
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.2105866279684294
Minimum0.0
Maximum230530.48
Zeros1969135
Zeros (%)97.3%
Memory size15.4 MiB
2020-08-30T10:44:50.122242image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum230530.48
Range230530.48
Interquartile range (IQR)0

Descriptive statistics

Standard deviation180.2060299
Coefficient of variation (CV)56.1286926
Kurtosis1325333.255
Mean3.210586628
Median Absolute Deviation (MAD)0
Skewness1049.254985
Sum6500006
Variance32474.21322
2020-08-30T10:44:50.309077image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196913597.3%
 
25148560.7%
 
50107900.5%
 
10049760.2%
 
1044420.2%
 
2029210.1%
 
150952< 0.1%
 
200876< 0.1%
 
75783< 0.1%
 
30713< 0.1%
 
Other values (7145)141100.7%
 
ValueCountFrequency (%) 
0196913597.3%
 
1100< 0.1%
 
1.011< 0.1%
 
1.371< 0.1%
 
1.52< 0.1%
 
ValueCountFrequency (%) 
230530.481< 0.1%
 
45879.291< 0.1%
 
21202.841< 0.1%
 
19799.281< 0.1%
 
18044.011< 0.1%
 

amount_01_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4383
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3617315961935303
Minimum0.0
Maximum89319.87
Zeros1979860
Zeros (%)97.8%
Memory size15.4 MiB
2020-08-30T10:44:50.509728image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum89319.87
Range89319.87
Interquartile range (IQR)0

Descriptive statistics

Standard deviation114.9319702
Coefficient of variation (CV)48.66428106
Kurtosis243835.33
Mean2.361731596
Median Absolute Deviation (MAD)0
Skewness387.4757579
Sum4781453.15
Variance13209.35777
2020-08-30T10:44:50.669368image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197986097.8%
 
2596770.5%
 
5076560.4%
 
6.3243970.2%
 
10035960.2%
 
1034870.2%
 
2021940.1%
 
75690< 0.1%
 
125655< 0.1%
 
15580< 0.1%
 
Other values (4373)117620.6%
 
ValueCountFrequency (%) 
0197986097.8%
 
1114< 0.1%
 
1.121< 0.1%
 
1.131< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
89319.871< 0.1%
 
64444.841< 0.1%
 
40041.961< 0.1%
 
34275.961< 0.1%
 
19999.081< 0.1%
 

amount_02_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4360
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8409611499619156
Minimum0.0
Maximum50305.54
Zeros1984229
Zeros (%)98.0%
Memory size15.4 MiB
2020-08-30T10:44:50.858565image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum50305.54
Range50305.54
Interquartile range (IQR)0

Descriptive statistics

Standard deviation70.65458745
Coefficient of variation (CV)38.3791844
Kurtosis242621.201
Mean1.84096115
Median Absolute Deviation (MAD)0
Skewness399.4728671
Sum3727125.26
Variance4992.070728
2020-08-30T10:44:50.999869image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198422998.0%
 
2592560.5%
 
5074130.4%
 
10042770.2%
 
1034150.2%
 
2022980.1%
 
15691< 0.1%
 
75676< 0.1%
 
30652< 0.1%
 
5598< 0.1%
 
Other values (4350)110490.5%
 
ValueCountFrequency (%) 
0198422998.0%
 
1115< 0.1%
 
1.011< 0.1%
 
1.041< 0.1%
 
1.121< 0.1%
 
ValueCountFrequency (%) 
50305.541< 0.1%
 
47494.091< 0.1%
 
23483.761< 0.1%
 
19045.321< 0.1%
 
14745.21< 0.1%
 

amount_03_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4111
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6202095375080139
Minimum0.0
Maximum38086.52
Zeros1985935
Zeros (%)98.1%
Memory size15.4 MiB
2020-08-30T10:44:51.177008image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum38086.52
Range38086.52
Interquartile range (IQR)0

Descriptive statistics

Standard deviation47.12941983
Coefficient of variation (CV)29.08847204
Kurtosis239035.792
Mean1.620209538
Median Absolute Deviation (MAD)0
Skewness368.7637375
Sum3280201.7
Variance2221.182214
2020-08-30T10:44:51.371522image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198593598.1%
 
2586720.4%
 
5072830.4%
 
10049100.2%
 
1031080.2%
 
2021430.1%
 
30652< 0.1%
 
15623< 0.1%
 
75591< 0.1%
 
5537< 0.1%
 
Other values (4101)101000.5%
 
ValueCountFrequency (%) 
0198593598.1%
 
0.061< 0.1%
 
195< 0.1%
 
1.151< 0.1%
 
1.641< 0.1%
 
ValueCountFrequency (%) 
38086.521< 0.1%
 
18276.451< 0.1%
 
14743.521< 0.1%
 
13575.41< 0.1%
 
11852.131< 0.1%
 

amount_04_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3637
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4689999525821484
Minimum0.0
Maximum50508.04
Zeros1995590
Zeros (%)98.6%
Memory size15.4 MiB
2020-08-30T10:44:51.599558image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum50508.04
Range50508.04
Interquartile range (IQR)0

Descriptive statistics

Standard deviation55.9369243
Coefficient of variation (CV)38.07823425
Kurtosis347753.4604
Mean1.468999953
Median Absolute Deviation (MAD)0
Skewness445.350833
Sum2974069.73
Variance3128.9395
2020-08-30T10:44:51.791905image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199559098.6%
 
2561150.3%
 
5053780.3%
 
10036460.2%
 
1023560.1%
 
2016170.1%
 
30507< 0.1%
 
15487< 0.1%
 
5423< 0.1%
 
75416< 0.1%
 
Other values (3627)80190.4%
 
ValueCountFrequency (%) 
0199559098.6%
 
0.921< 0.1%
 
166< 0.1%
 
1.121< 0.1%
 
1.561< 0.1%
 
ValueCountFrequency (%) 
50508.041< 0.1%
 
19330.051< 0.1%
 
18850.871< 0.1%
 
13051.121< 0.1%
 
11358.891< 0.1%
 

amount_05_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3858
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4335434767361097
Minimum0.0
Maximum32075.34
Zeros1997473
Zeros (%)98.7%
Memory size15.4 MiB
2020-08-30T10:44:51.985217image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum32075.34
Range32075.34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation51.7990621
Coefficient of variation (CV)36.13358293
Kurtosis142696.6963
Mean1.433543477
Median Absolute Deviation (MAD)0
Skewness291.3205729
Sum2902286.18
Variance2683.142835
2020-08-30T10:44:52.269533image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199747398.7%
 
2555150.3%
 
5048670.2%
 
10031530.2%
 
1024280.1%
 
2014170.1%
 
30514< 0.1%
 
5421< 0.1%
 
15395< 0.1%
 
75391< 0.1%
 
Other values (3848)79800.4%
 
ValueCountFrequency (%) 
0199747398.7%
 
166< 0.1%
 
1.131< 0.1%
 
1.271< 0.1%
 
1.451< 0.1%
 
ValueCountFrequency (%) 
32075.341< 0.1%
 
29245.851< 0.1%
 
20414.11< 0.1%
 
12409.211< 0.1%
 
10360.161< 0.1%
 

amount_06_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2474
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9747022455316081
Minimum0.0
Maximum35873.93
Zeros2002611
Zeros (%)98.9%
Memory size15.4 MiB
2020-08-30T10:44:52.456346image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum35873.93
Range35873.93
Interquartile range (IQR)0

Descriptive statistics

Standard deviation45.56481798
Coefficient of variation (CV)46.7474228
Kurtosis297609.4938
Mean0.9747022455
Median Absolute Deviation (MAD)0
Skewness451.8498433
Sum1973337.33
Variance2076.152638
2020-08-30T10:44:52.669563image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0200261198.9%
 
2549180.2%
 
5039900.2%
 
1023680.1%
 
10022810.1%
 
2010700.1%
 
5374< 0.1%
 
15371< 0.1%
 
30335< 0.1%
 
200321< 0.1%
 
Other values (2464)59150.3%
 
ValueCountFrequency (%) 
0200261198.9%
 
1101< 0.1%
 
1.031< 0.1%
 
1.231< 0.1%
 
1.341< 0.1%
 
ValueCountFrequency (%) 
35873.931< 0.1%
 
29896.621< 0.1%
 
14320.631< 0.1%
 
12638.581< 0.1%
 
11464.951< 0.1%
 

amount_07_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count2866
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1550868536971597
Minimum0.0
Maximum17400.0
Zeros1994780
Zeros (%)98.5%
Memory size15.4 MiB
2020-08-30T10:44:52.935745image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum17400
Range17400
Interquartile range (IQR)0

Descriptive statistics

Standard deviation35.3154893
Coefficient of variation (CV)30.57388212
Kurtosis81777.60089
Mean1.155086854
Median Absolute Deviation (MAD)0
Skewness226.9495517
Sum2338535.71
Variance1247.183785
2020-08-30T10:44:53.145588image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199478098.5%
 
2573900.4%
 
5054880.3%
 
1032350.2%
 
10030680.2%
 
2017330.1%
 
30504< 0.1%
 
15503< 0.1%
 
5486< 0.1%
 
75437< 0.1%
 
Other values (2856)69300.3%
 
ValueCountFrequency (%) 
0199478098.5%
 
172< 0.1%
 
1.191< 0.1%
 
1.251< 0.1%
 
1.291< 0.1%
 
ValueCountFrequency (%) 
174001< 0.1%
 
16981.781< 0.1%
 
13370.41< 0.1%
 
10138.231< 0.1%
 
8470.321< 0.1%
 

amount_08_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5819
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.93049977427127
Minimum0.0
Maximum87431.21
Zeros1952731
Zeros (%)96.5%
Memory size15.4 MiB
2020-08-30T10:44:53.375476image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum87431.21
Range87431.21
Interquartile range (IQR)0

Descriptive statistics

Standard deviation84.0224974
Coefficient of variation (CV)28.67172969
Kurtosis632818.0433
Mean2.930499774
Median Absolute Deviation (MAD)0
Skewness666.5810822
Sum5932955.04
Variance7059.780069
2020-08-30T10:44:53.541036image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195273196.5%
 
25182700.9%
 
50142560.7%
 
10068720.3%
 
1064700.3%
 
2039100.2%
 
1513030.1%
 
7512270.1%
 
9912150.1%
 
510470.1%
 
Other values (5809)172530.9%
 
ValueCountFrequency (%) 
0195273196.5%
 
184< 0.1%
 
1.031< 0.1%
 
1.081< 0.1%
 
1.121< 0.1%
 
ValueCountFrequency (%) 
87431.211< 0.1%
 
47678.341< 0.1%
 
18657.311< 0.1%
 
13867.731< 0.1%
 
12712.451< 0.1%
 

amount_09_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count6533
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.89018516176896
Minimum0.0
Maximum36163.84
Zeros1945164
Zeros (%)96.1%
Memory size15.4 MiB
2020-08-30T10:44:53.833746image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum36163.84
Range36163.84
Interquartile range (IQR)0

Descriptive statistics

Standard deviation65.85150016
Coefficient of variation (CV)22.78452641
Kurtosis125972.0483
Mean2.890185162
Median Absolute Deviation (MAD)0
Skewness297.8481653
Sum5851335.93
Variance4336.420073
2020-08-30T10:44:54.032681image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0194516496.1%
 
25174380.9%
 
50157530.8%
 
1097680.5%
 
10083090.4%
 
2052830.3%
 
3014550.1%
 
1513560.1%
 
9913420.1%
 
7511960.1%
 
Other values (6523)174900.9%
 
ValueCountFrequency (%) 
0194516496.1%
 
198< 0.1%
 
1.281< 0.1%
 
1.441< 0.1%
 
1.481< 0.1%
 
ValueCountFrequency (%) 
36163.841< 0.1%
 
32338.171< 0.1%
 
28203.71< 0.1%
 
270421< 0.1%
 
23104.611< 0.1%
 

amount_10_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5490
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.289649073326766
Minimum0.0
Maximum24029.98
Zeros1966353
Zeros (%)97.1%
Memory size15.4 MiB
2020-08-30T10:44:54.291024image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum24029.98
Range24029.98
Interquartile range (IQR)0

Descriptive statistics

Standard deviation49.18089436
Coefficient of variation (CV)21.47966469
Kurtosis75808.99704
Mean2.289649073
Median Absolute Deviation (MAD)0
Skewness213.0038501
Sum4635518.19
Variance2418.76037
2020-08-30T10:44:54.477772image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196635397.1%
 
25123230.6%
 
50112020.6%
 
1062140.3%
 
10062010.3%
 
2042490.2%
 
3011460.1%
 
1510380.1%
 
99907< 0.1%
 
5899< 0.1%
 
Other values (5480)140220.7%
 
ValueCountFrequency (%) 
0196635397.1%
 
1155< 0.1%
 
1.081< 0.1%
 
1.171< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
24029.981< 0.1%
 
21955.931< 0.1%
 
19340.51< 0.1%
 
13783.81< 0.1%
 
13097.411< 0.1%
 

amount_11_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4919
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0968090404108763
Minimum0.0
Maximum28780.15
Zeros1975909
Zeros (%)97.6%
Memory size15.4 MiB
2020-08-30T10:44:54.727777image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum28780.15
Range28780.15
Interquartile range (IQR)0

Descriptive statistics

Standard deviation56.25594837
Coefficient of variation (CV)26.82931411
Kurtosis99636.68646
Mean2.09680904
Median Absolute Deviation (MAD)0
Skewness257.4988585
Sum4245103.13
Variance3164.731727
2020-08-30T10:44:54.988328image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197590997.6%
 
25106660.5%
 
5093620.5%
 
10052260.3%
 
1043850.2%
 
2034930.2%
 
30997< 0.1%
 
15927< 0.1%
 
99855< 0.1%
 
75770< 0.1%
 
Other values (4909)119640.6%
 
ValueCountFrequency (%) 
0197590997.6%
 
171< 0.1%
 
1.021< 0.1%
 
1.321< 0.1%
 
1.521< 0.1%
 
ValueCountFrequency (%) 
28780.151< 0.1%
 
26981.011< 0.1%
 
22060.091< 0.1%
 
19525.721< 0.1%
 
19010.971< 0.1%
 

amount_12_2015
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9012
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.875609190962553
Minimum0.0
Maximum101644.18
Zeros1961163
Zeros (%)96.9%
Memory size15.4 MiB
2020-08-30T10:44:55.308013image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum101644.18
Range101644.18
Interquartile range (IQR)0

Descriptive statistics

Standard deviation114.6499472
Coefficient of variation (CV)29.58243248
Kurtosis335197.6017
Mean3.875609191
Median Absolute Deviation (MAD)0
Skewness443.0669421
Sum7846380.09
Variance13144.61039
2020-08-30T10:44:55.597804image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196116396.9%
 
25140390.7%
 
50121620.6%
 
10060360.3%
 
1041610.2%
 
2035730.2%
 
3010820.1%
 
1510500.1%
 
200949< 0.1%
 
75885< 0.1%
 
Other values (9002)194541.0%
 
ValueCountFrequency (%) 
0196116396.9%
 
187< 0.1%
 
1.11< 0.1%
 
1.211< 0.1%
 
1.621< 0.1%
 
ValueCountFrequency (%) 
101644.181< 0.1%
 
51797.081< 0.1%
 
29620.541< 0.1%
 
28384.181< 0.1%
 
28204.231< 0.1%
 

amount_01_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4553
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0208854888533487
Minimum0.0
Maximum39221.55
Zeros1980237
Zeros (%)97.8%
Memory size15.4 MiB
2020-08-30T10:44:55.830863image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum39221.55
Range39221.55
Interquartile range (IQR)0

Descriptive statistics

Standard deviation74.4055483
Coefficient of variation (CV)36.81829015
Kurtosis93528.71869
Mean2.020885489
Median Absolute Deviation (MAD)0
Skewness250.9357565
Sum4091391.8
Variance5536.185618
2020-08-30T10:44:56.096508image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198023797.8%
 
25107910.5%
 
5089980.4%
 
10039240.2%
 
1036710.2%
 
2030610.2%
 
30800< 0.1%
 
15769< 0.1%
 
75657< 0.1%
 
99649< 0.1%
 
Other values (4543)109970.5%
 
ValueCountFrequency (%) 
0198023797.8%
 
177< 0.1%
 
1.031< 0.1%
 
1.051< 0.1%
 
1.111< 0.1%
 
ValueCountFrequency (%) 
39221.551< 0.1%
 
37326.061< 0.1%
 
20423.481< 0.1%
 
201101< 0.1%
 
20027.21< 0.1%
 

amount_02_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5277
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.064600756512299
Minimum0.0
Maximum30544.72
Zeros1975934
Zeros (%)97.6%
Memory size15.4 MiB
2020-08-30T10:44:56.405576image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum30544.72
Range30544.72
Interquartile range (IQR)0

Descriptive statistics

Standard deviation63.5525519
Coefficient of variation (CV)30.78200553
Kurtosis88415.77004
Mean2.064600757
Median Absolute Deviation (MAD)0
Skewness248.056064
Sum4179895.72
Variance4038.926853
2020-08-30T10:44:56.685781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197593497.6%
 
25106950.5%
 
5092450.5%
 
1056490.3%
 
10041190.2%
 
2035090.2%
 
301007< 0.1%
 
15899< 0.1%
 
99773< 0.1%
 
75684< 0.1%
 
Other values (5267)120400.6%
 
ValueCountFrequency (%) 
0197593497.6%
 
169< 0.1%
 
1.021< 0.1%
 
1.51< 0.1%
 
1.511< 0.1%
 
ValueCountFrequency (%) 
30544.721< 0.1%
 
30019.671< 0.1%
 
25927.331< 0.1%
 
200001< 0.1%
 
19478.431< 0.1%
 

amount_03_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8355
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.021156447296541
Minimum0.0
Maximum67526.41
Zeros1963017
Zeros (%)97.0%
Memory size15.4 MiB
2020-08-30T10:44:56.996149image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum67526.41
Range67526.41
Interquartile range (IQR)0

Descriptive statistics

Standard deviation97.23674583
Coefficient of variation (CV)32.18527326
Kurtosis177004.9328
Mean3.021156447
Median Absolute Deviation (MAD)0
Skewness341.5023806
Sum6116494.37
Variance9454.98474
2020-08-30T10:44:57.282709image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196301797.0%
 
25147490.7%
 
50118580.6%
 
10050410.2%
 
2041550.2%
 
1039970.2%
 
3012780.1%
 
1511550.1%
 
9910280.1%
 
75811< 0.1%
 
Other values (8345)174650.9%
 
ValueCountFrequency (%) 
0196301797.0%
 
1109< 0.1%
 
1.111< 0.1%
 
1.121< 0.1%
 
1.331< 0.1%
 
ValueCountFrequency (%) 
67526.411< 0.1%
 
48473.31< 0.1%
 
35742.241< 0.1%
 
35457.521< 0.1%
 
28501.821< 0.1%
 

amount_04_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4087
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6173528342538654
Minimum0.0
Maximum21384.95
Zeros1988730
Zeros (%)98.2%
Memory size15.4 MiB
2020-08-30T10:44:57.640103image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum21384.95
Range21384.95
Interquartile range (IQR)0

Descriptive statistics

Standard deviation49.31048025
Coefficient of variation (CV)30.4883877
Kurtosis63790.5118
Mean1.617352834
Median Absolute Deviation (MAD)0
Skewness207.6173325
Sum3274418.15
Variance2431.523463
2020-08-30T10:44:57.896865image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198873098.2%
 
2588340.4%
 
5072830.4%
 
10032860.2%
 
1024270.1%
 
2023620.1%
 
99848< 0.1%
 
15674< 0.1%
 
30669< 0.1%
 
200516< 0.1%
 
Other values (4077)89250.4%
 
ValueCountFrequency (%) 
0198873098.2%
 
0.91< 0.1%
 
170< 0.1%
 
1.261< 0.1%
 
1.321< 0.1%
 
ValueCountFrequency (%) 
21384.951< 0.1%
 
19621.131< 0.1%
 
16555.81< 0.1%
 
162161< 0.1%
 
15418.541< 0.1%
 

amount_05_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4033
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5223925862189904
Minimum0.0
Maximum30911.77
Zeros1990992
Zeros (%)98.3%
Memory size15.4 MiB
2020-08-30T10:44:58.174726image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum30911.77
Range30911.77
Interquartile range (IQR)0

Descriptive statistics

Standard deviation46.66689815
Coefficient of variation (CV)30.65365568
Kurtosis135637.7149
Mean1.522392586
Median Absolute Deviation (MAD)0
Skewness282.0104924
Sum3082166
Variance2177.799383
2020-08-30T10:44:58.430301image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199099298.3%
 
2579490.4%
 
5067840.3%
 
10032470.2%
 
1021980.1%
 
2020830.1%
 
99752< 0.1%
 
30712< 0.1%
 
15647< 0.1%
 
5531< 0.1%
 
Other values (4023)86590.4%
 
ValueCountFrequency (%) 
0199099298.3%
 
189< 0.1%
 
1.211< 0.1%
 
1.831< 0.1%
 
1.841< 0.1%
 
ValueCountFrequency (%) 
30911.771< 0.1%
 
19112.541< 0.1%
 
18751.651< 0.1%
 
13395.241< 0.1%
 
12804.151< 0.1%
 

amount_06_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count3050
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.186393847731402
Minimum0.0
Maximum23839.42
Zeros1995660
Zeros (%)98.6%
Memory size15.4 MiB
2020-08-30T10:44:58.730517image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum23839.42
Range23839.42
Interquartile range (IQR)0

Descriptive statistics

Standard deviation35.54623585
Coefficient of variation (CV)29.9615814
Kurtosis146872.8166
Mean1.186393848
Median Absolute Deviation (MAD)0
Skewness291.5620633
Sum2401918.41
Variance1263.534883
2020-08-30T10:44:58.960905image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199566098.6%
 
2564570.3%
 
5055710.3%
 
10027680.1%
 
2018700.1%
 
1018010.1%
 
3013220.1%
 
99609< 0.1%
 
60593< 0.1%
 
15553< 0.1%
 
Other values (3040)73500.4%
 
ValueCountFrequency (%) 
0199566098.6%
 
170< 0.1%
 
1.321< 0.1%
 
1.351< 0.1%
 
1.861< 0.1%
 
ValueCountFrequency (%) 
23839.421< 0.1%
 
17668.071< 0.1%
 
10717.641< 0.1%
 
9989.361< 0.1%
 
8602.211< 0.1%
 

amount_07_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4779
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8394565914270493
Minimum0.0
Maximum35034.57
Zeros1976178
Zeros (%)97.6%
Memory size15.4 MiB
2020-08-30T10:44:59.182672image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum35034.57
Range35034.57
Interquartile range (IQR)0

Descriptive statistics

Standard deviation50.76630182
Coefficient of variation (CV)27.59853212
Kurtosis233018.7228
Mean1.839456591
Median Absolute Deviation (MAD)0
Skewness394.8915543
Sum3724079.2
Variance2577.217401
2020-08-30T10:44:59.376127image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197617897.6%
 
25120390.6%
 
50104290.5%
 
10044400.2%
 
1032860.2%
 
2031700.2%
 
9910430.1%
 
15972< 0.1%
 
30952< 0.1%
 
5706< 0.1%
 
Other values (4769)113390.6%
 
ValueCountFrequency (%) 
0197617897.6%
 
185< 0.1%
 
1.151< 0.1%
 
1.171< 0.1%
 
1.991< 0.1%
 
ValueCountFrequency (%) 
35034.571< 0.1%
 
33749.761< 0.1%
 
19766.591< 0.1%
 
16581.931< 0.1%
 
14706.641< 0.1%
 

amount_08_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9498
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.11259852293394
Minimum0.0
Maximum55644.81
Zeros1919196
Zeros (%)94.8%
Memory size15.4 MiB
2020-08-30T10:44:59.674890image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10
Maximum55644.81
Range55644.81
Interquartile range (IQR)0

Descriptive statistics

Standard deviation95.92618779
Coefficient of variation (CV)23.32495799
Kurtosis166098.4521
Mean4.112598523
Median Absolute Deviation (MAD)0
Skewness355.5359782
Sum8326177.79
Variance9201.833503
2020-08-30T10:44:59.918651image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0191919694.8%
 
25266941.3%
 
50239311.2%
 
10088870.4%
 
2067810.3%
 
1064310.3%
 
9924050.1%
 
1519750.1%
 
3019570.1%
 
7515170.1%
 
Other values (9488)247801.2%
 
ValueCountFrequency (%) 
0191919694.8%
 
1102< 0.1%
 
1.291< 0.1%
 
1.381< 0.1%
 
1.481< 0.1%
 
ValueCountFrequency (%) 
55644.811< 0.1%
 
50543.421< 0.1%
 
42162.431< 0.1%
 
41284.321< 0.1%
 
40888.381< 0.1%
 

amount_09_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8616
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.730809279475872
Minimum0.0
Maximum63036.3
Zeros1934202
Zeros (%)95.5%
Memory size15.4 MiB
2020-08-30T10:45:00.185083image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum63036.3
Range63036.3
Interquartile range (IQR)0

Descriptive statistics

Standard deviation84.72980076
Coefficient of variation (CV)22.71083682
Kurtosis197360.8008
Mean3.730809279
Median Absolute Deviation (MAD)0
Skewness355.795735
Sum7553224.85
Variance7179.139137
2020-08-30T10:45:00.360430image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0193420295.5%
 
50222161.1%
 
25214521.1%
 
10075200.4%
 
2057760.3%
 
1053290.3%
 
3018550.1%
 
9917660.1%
 
1516310.1%
 
20013080.1%
 
Other values (8606)214991.1%
 
ValueCountFrequency (%) 
0193420295.5%
 
189< 0.1%
 
1.211< 0.1%
 
1.311< 0.1%
 
1.341< 0.1%
 
ValueCountFrequency (%) 
63036.31< 0.1%
 
32415.021< 0.1%
 
31917.731< 0.1%
 
28470.641< 0.1%
 
26983.741< 0.1%
 

amount_10_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count6590
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7060105188599564
Minimum0.0
Maximum44235.62
Zeros1965149
Zeros (%)97.1%
Memory size15.4 MiB
2020-08-30T10:45:00.514901image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum44235.62
Range44235.62
Interquartile range (IQR)0

Descriptive statistics

Standard deviation73.69655152
Coefficient of variation (CV)27.23439211
Kurtosis146040.2434
Mean2.706010519
Median Absolute Deviation (MAD)0
Skewness322.6467278
Sum5478464.42
Variance5431.181706
2020-08-30T10:45:00.646284image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196514997.1%
 
50141370.7%
 
25133080.7%
 
10048570.2%
 
2037400.2%
 
1036610.2%
 
3011760.1%
 
15987< 0.1%
 
99969< 0.1%
 
200878< 0.1%
 
Other values (6580)156920.8%
 
ValueCountFrequency (%) 
0196514997.1%
 
1141< 0.1%
 
1.071< 0.1%
 
1.471< 0.1%
 
1.521< 0.1%
 
ValueCountFrequency (%) 
44235.621< 0.1%
 
34334.031< 0.1%
 
30576.771< 0.1%
 
28979.361< 0.1%
 
28769.071< 0.1%
 

amount_11_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count7275
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.097636106520249
Minimum0.0
Maximum38606.34
Zeros1957591
Zeros (%)96.7%
Memory size15.4 MiB
2020-08-30T10:45:00.774405image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum38606.34
Range38606.34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation80.21916719
Coefficient of variation (CV)25.89689829
Kurtosis97193.73964
Mean3.097636107
Median Absolute Deviation (MAD)0
Skewness261.5494554
Sum6271331.57
Variance6435.114784
2020-08-30T10:45:00.890148image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195759196.7%
 
25146490.7%
 
50141190.7%
 
1053960.3%
 
10051740.3%
 
2043560.2%
 
3013650.1%
 
511900.1%
 
1511690.1%
 
9910480.1%
 
Other values (7265)184970.9%
 
ValueCountFrequency (%) 
0195759196.7%
 
0.181< 0.1%
 
1382< 0.1%
 
1.191< 0.1%
 
1.351< 0.1%
 
ValueCountFrequency (%) 
38606.341< 0.1%
 
37488.251< 0.1%
 
29917.221< 0.1%
 
29604.991< 0.1%
 
27890.81< 0.1%
 

amount_12_2016
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9823
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.026860661656839
Minimum0.0
Maximum53252.23
Zeros1964929
Zeros (%)97.1%
Memory size15.4 MiB
2020-08-30T10:45:01.035821image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum53252.23
Range53252.23
Interquartile range (IQR)0

Descriptive statistics

Standard deviation105.3497288
Coefficient of variation (CV)26.16175172
Kurtosis65001.30927
Mean4.026860662
Median Absolute Deviation (MAD)0
Skewness201.1447648
Sum8152596.86
Variance11098.56537
2020-08-30T10:45:01.207044image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196492997.1%
 
50125740.6%
 
25116350.6%
 
10054210.3%
 
1037440.2%
 
2032240.2%
 
301010< 0.1%
 
200955< 0.1%
 
15831< 0.1%
 
99820< 0.1%
 
Other values (9813)194111.0%
 
ValueCountFrequency (%) 
0196492997.1%
 
0.061< 0.1%
 
0.12< 0.1%
 
0.22< 0.1%
 
0.561< 0.1%
 
ValueCountFrequency (%) 
53252.231< 0.1%
 
34216.011< 0.1%
 
31153.121< 0.1%
 
30741.871< 0.1%
 
29928.61< 0.1%
 

amount_01_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count6928
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.880975004865271
Minimum0.0
Maximum57262.66
Zeros1965592
Zeros (%)97.1%
Memory size15.4 MiB
2020-08-30T10:45:01.877745image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum57262.66
Range57262.66
Interquartile range (IQR)0

Descriptive statistics

Standard deviation87.451792
Coefficient of variation (CV)30.3549291
Kurtosis182698.5973
Mean2.880975005
Median Absolute Deviation (MAD)0
Skewness353.9752364
Sum5832689.47
Variance7647.815925
2020-08-30T10:45:02.156117image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196559297.1%
 
25126600.6%
 
50115610.6%
 
10046960.2%
 
1045430.2%
 
2038130.2%
 
1518130.1%
 
3012570.1%
 
125968< 0.1%
 
75965< 0.1%
 
Other values (6918)166860.8%
 
ValueCountFrequency (%) 
0196559297.1%
 
185< 0.1%
 
1.211< 0.1%
 
1.332< 0.1%
 
1.381< 0.1%
 
ValueCountFrequency (%) 
57262.661< 0.1%
 
48967.931< 0.1%
 
38572.851< 0.1%
 
36669.171< 0.1%
 
26814.481< 0.1%
 

amount_02_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count7960
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.8965243406695986
Minimum0.0
Maximum66892.76
Zeros1964760
Zeros (%)97.0%
Memory size15.4 MiB
2020-08-30T10:45:02.438990image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum66892.76
Range66892.76
Interquartile range (IQR)0

Descriptive statistics

Standard deviation82.10512041
Coefficient of variation (CV)28.34608336
Kurtosis259325.8539
Mean2.896524341
Median Absolute Deviation (MAD)0
Skewness398.2306196
Sum5864169.94
Variance6741.250797
2020-08-30T10:45:02.710594image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196476097.0%
 
25123410.6%
 
50122860.6%
 
1048120.2%
 
10042230.2%
 
2040800.2%
 
1513960.1%
 
3011660.1%
 
40884< 0.1%
 
99834< 0.1%
 
Other values (7950)177720.9%
 
ValueCountFrequency (%) 
0196476097.0%
 
186< 0.1%
 
1.421< 0.1%
 
1.471< 0.1%
 
1.52< 0.1%
 
ValueCountFrequency (%) 
66892.761< 0.1%
 
37247.921< 0.1%
 
27911.161< 0.1%
 
25215.361< 0.1%
 
23190.321< 0.1%
 

amount_03_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9731
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.536906879243528
Minimum0.0
Maximum54464.0
Zeros1954484
Zeros (%)96.5%
Memory size15.4 MiB
2020-08-30T10:45:03.012298image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum54464
Range54464
Interquartile range (IQR)0

Descriptive statistics

Standard deviation95.51851934
Coefficient of variation (CV)27.00622963
Kurtosis111273.2378
Mean3.536906879
Median Absolute Deviation (MAD)0
Skewness271.0764655
Sum7160658.97
Variance9123.787538
2020-08-30T10:45:03.249722image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0195448496.5%
 
25154000.8%
 
50139100.7%
 
1055670.3%
 
10048160.2%
 
2047100.2%
 
1514060.1%
 
3014030.1%
 
9910820.1%
 
401009< 0.1%
 
Other values (9721)207671.0%
 
ValueCountFrequency (%) 
0195448496.5%
 
176< 0.1%
 
1.351< 0.1%
 
1.441< 0.1%
 
1.491< 0.1%
 
ValueCountFrequency (%) 
544641< 0.1%
 
42580.911< 0.1%
 
40288.71< 0.1%
 
31856.61< 0.1%
 
29144.911< 0.1%
 

amount_04_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4718
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6884584308445223
Minimum0.0
Maximum144411.23
Zeros1992022
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:45:03.457464image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum144411.23
Range144411.23
Interquartile range (IQR)0

Descriptive statistics

Standard deviation131.216515
Coefficient of variation (CV)77.71379656
Kurtosis799624.4613
Mean1.688458431
Median Absolute Deviation (MAD)0
Skewness812.0243319
Sum3418375.27
Variance17217.77381
2020-08-30T10:45:03.707353image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199202298.4%
 
5067430.3%
 
2567070.3%
 
1027340.1%
 
10023790.1%
 
2019830.1%
 
30621< 0.1%
 
15594< 0.1%
 
99486< 0.1%
 
40448< 0.1%
 
Other values (4708)98370.5%
 
ValueCountFrequency (%) 
0199202298.4%
 
174< 0.1%
 
1.021< 0.1%
 
1.061< 0.1%
 
1.391< 0.1%
 
ValueCountFrequency (%) 
144411.231< 0.1%
 
74512.71< 0.1%
 
58860.921< 0.1%
 
33142.651< 0.1%
 
26695.471< 0.1%
 

amount_05_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count5324
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8379822321360655
Minimum0.0
Maximum63803.07
Zeros1987944
Zeros (%)98.2%
Memory size15.4 MiB
2020-08-30T10:45:04.010890image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum63803.07
Range63803.07
Interquartile range (IQR)0

Descriptive statistics

Standard deviation81.57506415
Coefficient of variation (CV)44.38294491
Kurtosis281386.9292
Mean1.837982232
Median Absolute Deviation (MAD)0
Skewness462.5928676
Sum3721094.28
Variance6654.491091
2020-08-30T10:45:04.219218image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0198794498.2%
 
5096050.5%
 
2566730.3%
 
1027800.1%
 
10025440.1%
 
2020520.1%
 
30676< 0.1%
 
40500< 0.1%
 
5497< 0.1%
 
200492< 0.1%
 
Other values (5314)107910.5%
 
ValueCountFrequency (%) 
0198794498.2%
 
172< 0.1%
 
1.691< 0.1%
 
1.711< 0.1%
 
1.791< 0.1%
 
ValueCountFrequency (%) 
63803.071< 0.1%
 
41663.61< 0.1%
 
38085.891< 0.1%
 
37120.181< 0.1%
 
28853.71< 0.1%
 

amount_06_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count4324
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.473809382214552
Minimum0.0
Maximum38001.67
Zeros1991562
Zeros (%)98.4%
Memory size15.4 MiB
2020-08-30T10:45:04.496250image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum38001.67
Range38001.67
Interquartile range (IQR)0

Descriptive statistics

Standard deviation50.10999049
Coefficient of variation (CV)34.00031992
Kurtosis242624.9528
Mean1.473809382
Median Absolute Deviation (MAD)0
Skewness401.4838744
Sum2983806.68
Variance2511.011147
2020-08-30T10:45:04.747816image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0199156298.4%
 
5078950.4%
 
2566530.3%
 
1027670.1%
 
10021720.1%
 
2019070.1%
 
30619< 0.1%
 
15579< 0.1%
 
99475< 0.1%
 
75442< 0.1%
 
Other values (4314)94830.5%
 
ValueCountFrequency (%) 
0199156298.4%
 
164< 0.1%
 
1.181< 0.1%
 
1.311< 0.1%
 
1.341< 0.1%
 
ValueCountFrequency (%) 
38001.671< 0.1%
 
26319.771< 0.1%
 
24994.621< 0.1%
 
15256.731< 0.1%
 
14339.911< 0.1%
 

amount_07_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count6936
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3838813091673523
Minimum0.0
Maximum52195.02
Zeros1967447
Zeros (%)97.2%
Memory size15.4 MiB
2020-08-30T10:45:05.028713image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum52195.02
Range52195.02
Interquartile range (IQR)0

Descriptive statistics

Standard deviation70.31357542
Coefficient of variation (CV)29.49541789
Kurtosis255133.1426
Mean2.383881309
Median Absolute Deviation (MAD)0
Skewness428.8780597
Sum4826296.44
Variance4943.998888
2020-08-30T10:45:05.247558image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196744797.2%
 
50142640.7%
 
25122890.6%
 
1039990.2%
 
10037970.2%
 
2032990.2%
 
15991< 0.1%
 
30971< 0.1%
 
99912< 0.1%
 
75762< 0.1%
 
Other values (6926)158230.8%
 
ValueCountFrequency (%) 
0196744797.2%
 
188< 0.1%
 
1.11< 0.1%
 
1.191< 0.1%
 
1.21< 0.1%
 
ValueCountFrequency (%) 
52195.021< 0.1%
 
40172.271< 0.1%
 
36414.711< 0.1%
 
25600.111< 0.1%
 
19067.281< 0.1%
 

amount_08_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count11654
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.467033173726164
Minimum0.0
Maximum112412.96
Zeros1914284
Zeros (%)94.6%
Memory size15.4 MiB
2020-08-30T10:45:05.519423image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile15
Maximum112412.96
Range112412.96
Interquartile range (IQR)0

Descriptive statistics

Standard deviation119.368231
Coefficient of variation (CV)26.72203817
Kurtosis496462.9304
Mean4.467033174
Median Absolute Deviation (MAD)0
Skewness600.1625703
Sum9043749.88
Variance14248.77456
2020-08-30T10:45:05.739555image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0191428494.6%
 
25247821.2%
 
50221731.1%
 
2073710.4%
 
4069270.3%
 
10066510.3%
 
1066150.3%
 
1521100.1%
 
3021030.1%
 
9917410.1%
 
Other values (11644)297971.5%
 
ValueCountFrequency (%) 
0191428494.6%
 
184< 0.1%
 
1.031< 0.1%
 
1.121< 0.1%
 
1.211< 0.1%
 
ValueCountFrequency (%) 
112412.961< 0.1%
 
80319.291< 0.1%
 
29302.111< 0.1%
 
27933.421< 0.1%
 
25435.011< 0.1%
 

amount_09_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9001
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.7483875559752913
Minimum0.0
Maximum98103.81
Zeros1945452
Zeros (%)96.1%
Memory size15.4 MiB
2020-08-30T10:45:06.019270image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum98103.81
Range98103.81
Interquartile range (IQR)0

Descriptive statistics

Standard deviation124.3612953
Coefficient of variation (CV)33.17727781
Kurtosis273741.0571
Mean3.748387556
Median Absolute Deviation (MAD)0
Skewness448.6826768
Sum7588813.02
Variance15465.73176
2020-08-30T10:45:06.201597image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0194545296.1%
 
50176620.9%
 
25175300.9%
 
10060510.3%
 
1050560.2%
 
2050510.2%
 
3016490.1%
 
9914390.1%
 
1513680.1%
 
4013040.1%
 
Other values (8991)219921.1%
 
ValueCountFrequency (%) 
0194545296.1%
 
191< 0.1%
 
1.211< 0.1%
 
1.351< 0.1%
 
1.521< 0.1%
 
ValueCountFrequency (%) 
98103.811< 0.1%
 
61817.531< 0.1%
 
56368.351< 0.1%
 
49487.321< 0.1%
 
46318.51< 0.1%
 

amount_10_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count9367
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.4960071897316647
Minimum0.0
Maximum74950.09
Zeros1949368
Zeros (%)96.3%
Memory size15.4 MiB
2020-08-30T10:45:06.410215image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum74950.09
Range74950.09
Interquartile range (IQR)0

Descriptive statistics

Standard deviation105.2872375
Coefficient of variation (CV)30.11642477
Kurtosis248535.9531
Mean3.49600719
Median Absolute Deviation (MAD)0
Skewness416.4215105
Sum7077855.34
Variance11085.40239
2020-08-30T10:45:06.628029image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0194936896.3%
 
25161990.8%
 
50161810.8%
 
10054020.3%
 
1052890.3%
 
2052290.3%
 
3015180.1%
 
1514560.1%
 
4012230.1%
 
9911340.1%
 
Other values (9357)215551.1%
 
ValueCountFrequency (%) 
0194936896.3%
 
184< 0.1%
 
1.281< 0.1%
 
1.311< 0.1%
 
1.42< 0.1%
 
ValueCountFrequency (%) 
74950.091< 0.1%
 
69205.121< 0.1%
 
45903.691< 0.1%
 
29263.091< 0.1%
 
27782.611< 0.1%
 

amount_11_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count8193
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.402061965252596
Minimum0.0
Maximum129905.04
Zeros1961440
Zeros (%)96.9%
Memory size15.4 MiB
2020-08-30T10:45:06.894763image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum129905.04
Range129905.04
Interquartile range (IQR)0

Descriptive statistics

Standard deviation136.134649
Coefficient of variation (CV)40.01533492
Kurtosis507001.6087
Mean3.402061965
Median Absolute Deviation (MAD)0
Skewness606.0807149
Sum6887658.16
Variance18532.64265
2020-08-30T10:45:07.114811image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196144096.9%
 
25132630.7%
 
50126570.6%
 
10047150.2%
 
1044440.2%
 
2041440.2%
 
3012940.1%
 
1511020.1%
 
510330.1%
 
40942< 0.1%
 
Other values (8183)195201.0%
 
ValueCountFrequency (%) 
0196144096.9%
 
1197< 0.1%
 
1.011< 0.1%
 
1.321< 0.1%
 
1.341< 0.1%
 
ValueCountFrequency (%) 
129905.041< 0.1%
 
89205.991< 0.1%
 
31044.731< 0.1%
 
30135.231< 0.1%
 
29414.981< 0.1%
 

amount_12_2017
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count10034
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.182089526878515
Minimum0.0
Maximum103212.15
Zeros1965859
Zeros (%)97.1%
Memory size15.4 MiB
2020-08-30T10:45:07.345076image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum103212.15
Range103212.15
Interquartile range (IQR)0

Descriptive statistics

Standard deviation135.4620943
Coefficient of variation (CV)32.39100775
Kurtosis257983.602
Mean4.182089527
Median Absolute Deviation (MAD)0
Skewness407.8419996
Sum8466866.08
Variance18349.97899
2020-08-30T10:45:07.560504image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0196585997.1%
 
50128960.6%
 
25108220.5%
 
10053810.3%
 
1034230.2%
 
2029470.1%
 
3010680.1%
 
200881< 0.1%
 
15839< 0.1%
 
99754< 0.1%
 
Other values (10024)196841.0%
 
ValueCountFrequency (%) 
0196585997.1%
 
183< 0.1%
 
1.51< 0.1%
 
1.891< 0.1%
 
264< 0.1%
 
ValueCountFrequency (%) 
103212.151< 0.1%
 
84079.231< 0.1%
 
50970.021< 0.1%
 
39180.381< 0.1%
 
35075.91< 0.1%
 

amount_total
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count90700
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.38701796049897
Minimum0.0
Maximum1836958.08
Zeros148044
Zeros (%)7.3%
Memory size15.4 MiB
2020-08-30T10:45:07.885035image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q125
median50
Q3100
95-th percentile360
Maximum1836958.08
Range1836958.08
Interquartile range (IQR)75

Descriptive statistics

Standard deviation2218.956005
Coefficient of variation (CV)17.41901209
Kurtosis308758.6745
Mean127.387018
Median Absolute Deviation (MAD)30
Skewness471.5177912
Sum257901896.8
Variance4923765.754
2020-08-30T10:45:08.093575image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2538947019.2%
 
5035192817.4%
 
1001563507.7%
 
01480447.3%
 
101431097.1%
 
201191415.9%
 
75415072.1%
 
30319571.6%
 
15286641.4%
 
200271191.3%
 
Other values (90690)58726529.0%
 
ValueCountFrequency (%) 
01480447.3%
 
0.061< 0.1%
 
0.12< 0.1%
 
0.22< 0.1%
 
0.41< 0.1%
 
ValueCountFrequency (%) 
1836958.081< 0.1%
 
1142159.781< 0.1%
 
1007170.151< 0.1%
 
795082.131< 0.1%
 
634964.71< 0.1%
 

count_total
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count647
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.100097107807448
Minimum0
Maximum16833
Zeros148044
Zeros (%)7.3%
Memory size15.4 MiB
2020-08-30T10:45:08.294017image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile5
Maximum16833
Range16833
Interquartile range (IQR)0

Descriptive statistics

Standard deviation26.83241603
Coefficient of variation (CV)12.77675015
Kurtosis133811.5146
Mean2.100097108
Median Absolute Deviation (MAD)0
Skewness289.7815056
Sum4251760
Variance719.9785499
2020-08-30T10:45:08.455262image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1137365467.8%
 
225304212.5%
 
01480447.3%
 
3905264.5%
 
4452832.2%
 
5274881.4%
 
6175740.9%
 
7123560.6%
 
891200.5%
 
969890.3%
 
Other values (637)404782.0%
 
ValueCountFrequency (%) 
01480447.3%
 
1137365467.8%
 
225304212.5%
 
3905264.5%
 
4452832.2%
 
ValueCountFrequency (%) 
168331< 0.1%
 
134881< 0.1%
 
103811< 0.1%
 
90291< 0.1%
 
63091< 0.1%
 
Distinct count16
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
0,
1696680
0,1,
 
162004
0,2,
 
44403
0,1,2,
 
37639
0,3,
 
17619
Other values (11)
 
66209
ValueCountFrequency (%) 
0,169668083.8%
 
0,1,1620048.0%
 
0,2,444032.2%
 
0,1,2,376391.9%
 
0,3,176190.9%
 
0,1,2,3,137810.7%
 
0,1,2,3,4,131020.6%
 
0,1,3,81340.4%
 
0,2,3,76260.4%
 
0,4,69120.3%
 
Other values (6)166540.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
F
1781118
T
 
243436
ValueCountFrequency (%) 
F178111888.0%
 
T24343612.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
F
1900266
T
 
124288
ValueCountFrequency (%) 
F190026693.9%
 
T1242886.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
F
1955634
T
 
68920
ValueCountFrequency (%) 
F195563496.6%
 
T689203.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
F
1987886
T
 
36668
ValueCountFrequency (%) 
F198788698.2%
 
T366681.8%
 

cohort_yr0_TF
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
T
2024554
ValueCountFrequency (%) 
T2024554100.0%
 

cohort_yr1_TF
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
TF
1781118
TT
 
243436
ValueCountFrequency (%) 
TF178111888.0%
 
TT24343612.0%
 

cohort_yr2_TF
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
TFF
1724319
TTF
 
175947
TTT
 
67489
TFT
 
56799
ValueCountFrequency (%) 
TFF172431985.2%
 
TTF1759478.7%
 
TTT674893.3%
 
TFT567992.8%
 

cohort_yr3_TF
Categorical

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
TFFF
1703592
TTFF
 
164998
TFTF
 
46438
TTTF
 
40606
TTTT
 
26883
Other values (3)
 
42037
ValueCountFrequency (%) 
TFFF170359284.1%
 
TTFF1649988.1%
 
TFTF464382.3%
 
TTTF406062.0%
 
TTTT268831.3%
 
TFFT207271.0%
 
TTFT109490.5%
 
TFTT103610.5%
 

cohort_yr4_TF
Categorical

Distinct count16
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
TFFFF
1696680
TTFFF
 
162004
TFTFF
 
44403
TTTFF
 
37639
TFFTF
 
17619
Other values (11)
 
66209
ValueCountFrequency (%) 
TFFFF169668083.8%
 
TTFFF1620048.0%
 
TFTFF444032.2%
 
TTTFF376391.9%
 
TFFTF176190.9%
 
TTTTF137810.7%
 
TTTTT131020.6%
 
TTFTF81340.4%
 
TFTTF76260.4%
 
TFFFT69120.3%
 
Other values (6)166540.8%
 

behavior_yr0
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
new
2024554
ValueCountFrequency (%) 
new2024554100.0%
 

behavior_yr1
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
lapse
1781118
retain
 
243436
ValueCountFrequency (%) 
lapse178111888.0%
 
retain24343612.0%
 

behavior_yr2
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
lapse
1900266
retain
 
124288
ValueCountFrequency (%) 
lapse190026693.9%
 
retain1242886.1%
 

behavior_yr3
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
lapse
1955634
retain
 
68920
ValueCountFrequency (%) 
lapse195563496.6%
 
retain689203.4%
 

behavior_yr4
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
lapse
1987886
retain
 
36668
ValueCountFrequency (%) 
lapse198788698.2%
 
retain366681.8%
 

behavior2_yr1
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
first_lapse
1781118
second_gift
 
243436
ValueCountFrequency (%) 
first_lapse178111888.0%
 
second_gift24343612.0%
 

behavior3_yr1
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
n/a
1781118
upgrade
 
101283
downgrade
 
98644
maintain
 
43509
ValueCountFrequency (%) 
n/a178111888.0%
 
upgrade1012835.0%
 
downgrade986444.9%
 
maintain435092.1%
 

behavior2_yr2
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
second_lapse
1724319
first_lapse
 
175947
third_gift
 
67489
recover (second_gift)
 
56799
ValueCountFrequency (%) 
second_lapse172431985.2%
 
first_lapse1759478.7%
 
third_gift674893.3%
 
recover (second_gift)567992.8%
 

behavior3_yr2
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
n/a
1900266
downgrade
 
53350
upgrade
 
52083
maintain
 
18855
ValueCountFrequency (%) 
n/a190026693.9%
 
downgrade533502.6%
 
upgrade520832.6%
 
maintain188550.9%
 

behavior3_yr3
Categorical

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
third_lapse
1703592
second_lapse
 
211436
first_lapse
 
40606
downgrade
 
30028
upgrade
 
29988
ValueCountFrequency (%) 
third_lapse170359284.1%
 
second_lapse21143610.4%
 
first_lapse406062.0%
 
downgrade300281.5%
 
upgrade299881.5%
 
maintain89040.4%
 

first_gift_year_year
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2015.3942502891996
Minimum2012
Maximum2018
Zeros0
Zeros (%)0.0%
Memory size15.4 MiB
2020-08-30T10:45:08.778102image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum2012
5-th percentile2013
Q12014
median2016
Q32017
95-th percentile2018
Maximum2018
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.540508609
Coefficient of variation (CV)0.0007643708462
Kurtosis-1.111798573
Mean2015.39425
Median Absolute Deviation (MAD)1
Skewness-0.1042625884
Sum4080274491
Variance2.373166773
2020-08-30T10:45:09.055149image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
201644559822.0%
 
201743499121.5%
 
201535513717.5%
 
201432067315.8%
 
201332006915.8%
 
20181479457.3%
 
2012141< 0.1%
 
ValueCountFrequency (%) 
2012141< 0.1%
 
201332006915.8%
 
201432067315.8%
 
201535513717.5%
 
201644559822.0%
 
ValueCountFrequency (%) 
20181479457.3%
 
201743499121.5%
 
201644559822.0%
 
201535513717.5%
 
201432067315.8%
 

cohort
Categorical

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
cohort16
445598
cohort17
434991
cohort15
355137
cohort14
320673
cohort13
320069
Other values (2)
148086
ValueCountFrequency (%) 
cohort1644559822.0%
 
cohort1743499121.5%
 
cohort1535513717.5%
 
cohort1432067315.8%
 
cohort1332006915.8%
 
cohort181479457.3%
 
0141< 0.1%
 

donation_counts
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
1x
1622801
2-52x
399990
>52x
 
1763
ValueCountFrequency (%) 
1x162280180.2%
 
2-52x39999019.8%
 
>52x17630.1%
 
Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size15.4 MiB
under25
895577
25to50
537804
50to100
323635
100to1000
255433
over1000
 
12105
ValueCountFrequency (%) 
under2589557744.2%
 
25to5053780426.6%
 
50to10032363516.0%
 
100to100025543312.6%
 
over1000121050.6%